Anthropic acquires Stainless The frontier of AI is shifting from models that answer to agents that act—and agents are only as capable as the systems they can reach. Today, Anthropic is acquiring Stainless, a leader in SDKs and MCP server t…
#mcp
1337 items
Anthropic acquires Stainless (www.anthropic.com via hn) TUI to see where Claude Code tokens actually go (www.reddit.com) been spending $200+/day on claude code and had zero visibility into what was eating the tokens. ccusage shows cost per model per day which is great but i wanted to know - is it the debugging thats expensive? the brainstorming? which projec…
Qwen3.5-35B running well on RTX4060 Ti 16GB at 60 tok/s (www.reddit.com) Spent a bunch of time tuning llama.cpp on a Windows 11 box (i7-13700F 64GB) with an RTX 4060 Ti 16GB, trying to get unsloth Qwen3.5-35B-A3B-UD-Q4_K_L running well at 64k context. I finally got it into a pretty solid place, so I wanted to s…
Could a Claude Code routine watch my finances? (driggsby.com via hn) A few months ago, I stood up a fiddly daily cron-job to log into my bank, credit card, and brokerage/retirement accounts. It was powered by Codex CLI running non-interactively, and had a fairly simple job: using the Chrome DevTools MCP, lo…
Almanac, turn claude code into a deep research agent (www.reddit.com) If you've tried doing research with Claude Code, you know how bad the default search and read webpage is. I built Almanac MCP to fix that.
Show HN: LangAlpha – what if Claude Code was built for Wall Street? (github.com via hn) Some technical context on what we ran into building this. MCP tools don't really work for financial data at scale.
Claude Cowork found me a flat to rent in London in just 5 days (github.com via reddit) Twice a day, Claude Cowork searched SpareRoom, OpenRent, Rightmove and Zoopla, filtered out student flats and 3+ bed houses, wrote personalised outreach messages forevery good listing, and emailed me a digest I could act on from my phone.…
The Claude Platform on AWS is now generally available. (www.reddit.com) AWS customers get the full set of Claude API features, with AWS authentication, billing, and commitment retirement. Build and deploy agents at scale with Claude Managed Agents, or use features like the advisor strategy, code execution, web…
Your Claude Code project dashboard is now on the Mac App Store (apps.apple.com via reddit) Follow up to my .story/ post last week. The Mac companion is now live on the Mac App Store, free.
(Interactive)OpenCode Racing Game Comparison Qwen3.6 35B vs Qwen3.5 122B vs Qwen3.5 27B vs Qwen3.5 4B vs Gemma 4 31B vs Gemma 4 26B vs Qwen3 Coder Next vs GLM 4.7 Flash (www.reddit.com) Show HN: Atomic – Local-first, AI-augmented personal knowledge base (atomicapp.ai via hn) Hey HN - I first posted about my knowledge base product, Atomic, here around a month ago; since then, a viral tweet by Karpathy has produced a torrent of AI powered knowledge base projects. meanwhile I've been shipping like crazy, here are…
Ran autoresearch with and without access to 2M CS papers. The agent with papers found techniques not in Claude's training data or Claude's web search. (www.reddit.com) Seeing the autoresearch posts this week, wanted to share a controlled experiment I ran. Same setup twice.
Markdown browser for LLMs (www.reddit.com) I built a markdown web renderer for AI agents. Instead of taking expensive screenshots and piping them through vision models, TextWeb renders web pages as markdown that LLMs can reason about natively.
Anthropic just bought the company that generates most production MCP servers (www.reddit.com) Anthropic acquired Stainless on Monday for a reported $300M+. Most coverage is framing this as a developer tools acquisition.
I built a self-hosted open-source MCP server that gives any local LLM real financial data — SEC filings, 13F, insider & congressional trades, short data, FRED (www.reddit.com) One thing missing when running local models as agents: real, current data. So I built Equibles — a self-hosted MCP server that scrapes and serves public U.S.
Google AI Edge Gallery v1.0.13 & v1.0.14 updates: Gemma 4 Multi-Token Prediction, Pixel TPU support, experimental MCP, new skills, now saves chat history (github.com via reddit) Google AI Edge Gallery ✨ Explore, Experience, and Evaluate the Future of On-Device Generative AI with Google AI Edge. AI Edge Gallery is the premier destination for running the world's most powerful open-source Large Language Models (LLMs)…
MCP as Observability Interface: Connecting AI Agents to Kernel Tracepoints (ingero.io via hn) TL;DR MCP is becoming the interface between AI agents and infrastructure data. Datadog shipped an MCP Server connecting dashboards to AI agents.
I built a Pokémon-styled multi-agent dashboard to manage all Claude Code sessions (www.reddit.com) Like many others here, I got frustrated with managing all my different claude/codex sessions, so i built Pokegents, which is an open source multi-agent workspace for coding agents. It has a Pokemon-themed dashboard/chat interface plus a lo…
Anthropic officially launched 13+ FREE AI courses with certificates (Including Agentic AI and Claude Code!) (www.reddit.com) Just found out about this and had to share because almost nobody is talking about it yet. If you are tired of paying for AI courses or getting hit with paywalls just to get a certificate, Anthropic (the creators of Claude) quietly dropped…
Show HN: A memory database that forgets, consolidates, and detects contradiction (github.com via hn) Vector databases store memories. They don't manage them.
Show HN: Spice simulation → oscilloscope → verification with Claude Code (lucasgerads.com via hn) I built MCP servers for my oscilloscope and SPICE simulator so Claude Code can close the loop between simulation and real hardware.
I gave Claude access to my M365 account using Power Automate + a small MCP server (www.reddit.com) I’ve been messing with MCP servers lately and finally got one working that feels genuinely useful instead of “cool demo, never use again.” The problem: I wanted Claude to be able to do basic Microsoft 365 stuff for me: read my inbox send a…
We cut MCP token costs by 92% by not sending tool definitions to the model (www.reddit.com) If you're connecting Claude Code to MCP servers, every tool from every server gets injected into the model's context on every single request. 5 servers with 30 tools each means 150 tool definitions sitting in your prompt before Claude even…
You can now open a business bank account and manage finances through Cursor (www.reddit.com) Just saw this today that Meow launched MCP support so you can open a business checking account, issue corporate cards, check balances, send payments and create invoices all through Cursor without leaving your editor. No dashboard no websit…
MiniMax released MMX-CLI: one CLI for text, image, video, speech, music, vision, and web search — no MCP server needed. Works natively in Claude Code, Cursor, OpenClaw. (www.reddit.com) MiniMax just open-sourced MMX-CLI, a command-line tool built specifically for AI agents. Seven command groups: mmx text, mmx image, mmx video, mmx speech, mmx music, mmx vision, mmx search.
What's your favorite local MCP server? (www.reddit.com) I've seen so many rag this, memory that projects. What projects are people actually using day to day for agentic workloads.
Cloudflare Browser Run is live — edge-hosted headless Chrome with Live View and human handoff, works with Claude via MCP (www.reddit.com) Cloudflare just shipped Browser Run (rebrand of Browser Rendering), and it's worth knowing about if you use Claude for anything involving web browsing or automation. What's new: full CDP (Chrome DevTools Protocol) access, Live View so you…
Launch HN: Hyper (YC P26) – Company brain to power agentic development (news.ycombinator.com) Hey HN, we’re Shalin & Kanyes, best friends who've been hacking together for 10+yrs, and now founders of Hyper (https://heyhyper.ai/). Hyper is a shared “company brain” that plugs into information flowing inside a company to make AI agents…
My LinkedIn network is about to be aggressively flooded with Claude Code certifications (www.reddit.com) Anthropic dropping 13 completely free official courses with certificates is an absolute godsend for the community. But let’s be real: half of us are going to power-speed through the developer modules, download the PDF, and immediately upda…
I stumbled on a Gemma 4 chat template bug for tools and fixed it (www.reddit.com) TLDR: tool parameters using the common JSON Schema pattern `anyOf: [$ref, null]` are rendered into the prompt as empty `type` fields. This strips the useful schema information before the model sees it.
Open source memory layer so any AI agent can do what Claude.ai and ChatGPT do (alash3al.github.io via hn) Give any AI agent a persistent memory in minutes. Works with Claude, ChatGPT, Ollama, OpenRouter, and any MCP-compatible agent.
The most complete Claude Code cheat sheet 🧠 (www.reddit.com) The most complete Claude Code cheat sheet 🧠 A massive cheat sheet for working with Claude Code were all in one place. Shortcuts, commands, workflows, MCP setup, and more.
I tried building an mcp server for my own use and it's surprisingly easy and also surprisingly limited (www.reddit.com) heard about mcp (model context protocol) like 100 times before i actually tried it. claude desktop, you can give it access to your local files and tools.
Fully 3D-modeled Raspberry Pi 5 enclosure made 100% through Claude's Blender MCP, zero manual modeling (www.reddit.com) So I've been experimenting with Claude's new Blender MCP integration and decided to push it to its limits with a real engineering project: a complete, print-ready enclosure for the Raspberry Pi 5, modeled entirely through AI prompts, no ha…
I'm burning out because of vibe coding (www.reddit.com) I'm an experienced developer with more than 20 years under my belt, and lately I’ve been vibe coding a lot. Previously, my burnout reasons were "I wrote code for 8 hours, my brain is fried." These days Ask Claude to do something Read what…
I tested GPT-5.5 Codex against Opus 4.7 Claude Code, and it's about time Anthropic bros take pricing seriously. (www.reddit.com) I've used Claude Code the most among AI coding agents. Sonnet, Opus, I've run them all.
I built a full AI RPG sandbox with Claude Code because Claude's RP kept breaking on me (www.reddit.com) I spent hundreds of hours roleplaying fantasy/medieval type campaigns in Claude. It was great, sometimes genuinely amazing, but it always broke the same way.
I've been running MCP servers 24/7 for 8 months. Here's what $200/month in Claude API actually gets you. (www.reddit.com) Opus 4.7 in projects is awfully dumb and 100% useless (www.reddit.com) Claude Desktop. (not anything coding related) I use chat in Claude Desktop --> Claude Chat.
MCP Hello Page (www.hybridlogic.co.uk via hn) We've started offering an MCP Server for our main $WORK tool. It's been fun, like a weird intersection between deterministic and non-deterministic worlds Despite the fact that MCP is an utterly terrible attempt at a "specification", we hav…
The final nail in the coffin for entry level creative freelancers just dropped (www.reddit.com) Anthropic just officially released the blender mcp connector today alongside adobe ,splice and sketchup, you can now type "create a low poly beach scene with palm trees and sunset lighting" into claude and watch it build the entire thing i…
PullMD - gave Claude Code an MCP server so it stops burning tokens parsing HTML (www.reddit.com) Hey all, Built this over the past few weeks because I got tired of two things: 1. Mobile copy-paste is awful.
Anthropic's AI protocol has critical flaw affecting 200,000 servers (www.reddit.com) https://www.infosecurity-magazine.com/news/systemic-flaw-mcp-expose-150/ Security researchers at OX Security disclosed on Tuesday what they describe as a critical, systemic vulnerability in Anthropic's Model Context Protocol, an open-sourc…
We got into YC building phone infrastructure for AI agents. Thank you to this sub. (www.reddit.com) Hey everyone. Been posting and lurking here for a while, the thing we've been building.
I tested new MCP that generates video inside Claude. AI agents are about to level up creative production. (www.reddit.com) I think 80% of UGC agencies will have to re-adapt their whole workflow in 18 months to survive and most people don't see it coming. I run a small consulting business of generating AI ads and last week I lost a $500 retainer to a client who…
Can we acknowledge that Anthropic watches open sourcers and copies them? (www.reddit.com) I’ve been seeing over the past few months an interesting phenomenon, an open sourcer makes a tool or MCP < Anthropic adds functionality for that exact thing a couple weeks later < repeat. The biggest examples are Openclaw (like 5 features,…
Meko: The Data Infrastructure for Agents That Work and Learn Together (www.yugabyte.com via hn) Discover Meko: The Data Infrastructure for Agents That Work and Learn Together Knowledge, memory, conversations, and decision traces for multi-agent systems, unified with a single data infrastructure behind one MCP endpoint If you’re readi…
AI agent roadmap for developers who can code but have never built an agent (www.reddit.com) Claude working autonomously (www.reddit.com) Goodmorning, Has anyone figure out how to configure Claude so that it runs autonomously, almost like Openclaw? I wanted to figure out if it could just autonomously respond to LinkedIn messages and reach out on my behalf?
Which MCP servers are actually changing your Claude workflow? Sharing mine (www.reddit.com) Running Claude with MCP for a couple months now, it really does feel like a whole new product. The ability to run real tools (file system, API, database, etc.) connected to Claude, and never have to cut/paste from context again, is huge.
Show HN: Headless Cloud Security – Headless SaaS has come to security (www.sysdig.com via hn) The cloud security company I work for, Sysdig, launched “Headless Cloud Security” last week. The short version: as attacks get faster and more automated, security tooling is going to need to evolve beyond dashboards and humans clicking thr…
TUI to actually see what Claude Code is doing: cost, loops, tool commands… (www.reddit.com) I was running blind watching Claude Code work, could not tell where my money was going, when it was stuck in a loop, or what it was doing with my filesystem. So i built something open source to make it visible.
MTP+GGML_CUDA_ENABLE_UNIFIED_MEMORY=1 - llama.cpp (www.reddit.com) I was wondering what will be the difference in results with flag: GGML_CUDA_ENABLE_UNIFIED_MEMORY=1 vs MTP+GGML_CUDA_ENABLE_UNIFIED_MEMORY=1 Results are quite interesting 49tok/sec without MTP vs 64 tok/sec with MTP. PC: RTX5090+128GB DDR5…
My Claude dreams at night and remembers everything. Better than mempalace. (www.reddit.com) Back in January I got tired of the same thing everyone complains about now you start a new session with Claude and it has no idea who you are. Every time.
loading every MCP server on every prompt was quietly destroying my token budget (www.reddit.com) had like 5 or 6 MCP servers configured and did not realize all of them were loading every single time i sent a prompt. even for the dumbest simplest questions.
Let your LLM browse books locally so that it can write better stories. (www.reddit.com) Looking for an AI tool to design my UI that has human and LLM readable exports. (www.reddit.com) Show HN: Form an LLC or C-Corp from Claude/Cursor via MCP (www.lovie.co via hn) Form your LLC or C-Corp from your IDE. Lovie's MCP server handles formation, EIN, registered agent, and compliance — works with Claude Code, Cursor, and Replit.
Spent an evening making a launch video with Claude + Blender MCP (www.reddit.com) Solo dev working on a habit tracker app (Spira — habits become flowers that bloom over time). Needed a 10s vertical video for App Store / TikTok and didn't have a week to spend on it.
how to build a persistent memory layer like recall? (www.reddit.com) I've been testing recall 2.0 and their context layer is exactly what i want. it sits outside the chat, ingests all my github repos and web research, and then feeds the exact right context into claude when i ask a question.
MCP vs API? (www.reddit.com) I am trying to get deeper into utilizing Claude Code (trying to become more technical) as I have recently switched to the terminal and wanted some feedback on better understanding MCP vs APIs. To me it seems like APIs are direct instructio…
Show HN: Reassign – a 24-hour dial for planning your day (reassign.app via hn) For years I've used paper and a printed clock to organise my day. Found it way better than any list or timeline app.
MCP AI integration without creating a security mess? (www.reddit.com) Working on integrating AI agents into our marketing analytics stack via MCP but hitting security walls. Need to feed customer attribution data and campaign performance metrics to AI models while keeping everything locked down.
Bridging the brain — digital and physical. 41, full life, still spend my best hours working through the mess with Claude. (www.reddit.com) Had a bar mitzvah last week. Big celebration, new friends and old, the works.
Example of using the GodotIQ MCP with Coding Agent to create video games (www.reddit.com) I’ve developed an MCP server for Godot. Most coding agents in Godot today work blindly: they read files but don’t know where the nodes are in space, don’t understand the signals, and don’t see what calls what.
Cloudflare just shipped enterprise MCP governance, is this where the industry is heading or does nobody care (www.reddit.com) Cloudflare wrapped Agents Week last week. The enterprise MCP stuff caught my eye.
Revisit your old ideas. Seriously. (www.reddit.com) Something weird has been happening lately. I went back to a few projects I abandoned in 2023–2024.
Show HN: MCPfinder – An MCP server that finds and installs other MCP servers (mcpfinder.dev via hn) Car Wash MCP (=practically ASI) (www.reddit.com) I'm building an on-chain AI agent directory. what data would actually be useful to you as a dev? (www.reddit.com) Show HN: We built an MCP for Windows – ask Claude about CPU, temps, and privacy (github.com via hn) AppControl MCP Server An MCP server that gives AI agents and IDEs like Claude, Cursor, and Windsurf read-only access to historical resource usage and system security data gathered by the AppControl Windows app, including binaries, publishe…
Reddit user creates DB and MCP to mine Polygon, finds patterns on Polymarket (old.reddit.com via hn) could not extract summary
Are LangGraph agents and other agent frameworks becoming obsolete? (www.reddit.com) Hi all, Over the last 2 years, I’ve built around 10-15 LangGraph agents for very specific tasks in our company. But lately, it feels like all that work isn’t really maintainable for a single AI/agent engineer.
I replicated Anthropic's Generator-Evaluator harness to build a website through 12 adversarial AI iterations - here's the result and what I learned (www.reddit.com) Anthropic recently published their harness design for long-running apps — a multi-agent architecture inspired by GANs where a Generator builds code and an Evaluator critiques it in a loop. I built my own version using Kiro CLI and used it…
I built a free Google search MCP that actually works(searching, fetching, with PDF) (www.reddit.com) ✅ Actually works (tested 6 free MCPs, all failed) ✅ Search + URL extract in one MCP (replaces the usual search MCP + fetch MCP combo) ✅ Academic PDFs auto-handled (arxiv / biorxiv / Nature / OpenReview / NeurIPS / JMLR / PMLR / Springer /…
Run Claude Code/Codex Sessions on GitHub and Linear Issues (lanes.sh via hn) The first integrations are here. From v0.39, you can connect Lanes to GitHub and Linear, import tickets straight onto your board, and hand your agents an MCP surface that reaches all the way back into your tracker.
Claude MCP integration made my old meeting notes actually useful again (www.reddit.com) I’ve been testing the new Claude MCP integration with Bluedot and it changed how I use meeting notes completely. Before this, most meeting transcripts just sat there after the call.
Built an MCP that gives Claude Code the ability to watch screen recordings of UI bugs (www.reddit.com) One thing Claude Code can't do natively is watch a video. For most bugs that's fine, but for anything visual, hover states, animations, scroll behavior, you end up spending more time describing the bug than actually fixing it.
Stop Building MCP Servers for Personal Tools (www.reddit.com) Everyone building AI agent tools reaches for MCP first. I did too.
Show HN: Study Bible MCP – scholarly Greek/Hebrew lexicons and morphology (github.com via hn) Study Bible MCP Server A Bible study assistant for Claude that provides full scholarly lexicons (LSJ Greek, BDB Hebrew, Abbott-Smith NT Greek), morphologically-tagged biblical texts, cross-references, Theographic genealogy graphs, Aquifer…
I built a codebase intelligence layer for Claude Code. Benchmark included. (open source) (www.reddit.com) Reading code and understanding code are different things. Claude Code is good at reading.
[Project] Eurora: Cross-platform LLM integration across every browser (Dekstop-app, Rust) (www.reddit.com) I spent the last year building Eurora to not have to explain the context of what I am doing, every time I wanted to ask a question. Eurora is a cross-platform application that creates a custom network layer between itself and every single…
How do you actually know if Opus 4.7 is better for your specific agent use case? (www.reddit.com) Anthropic shipped Opus 4.7 yesterday. The headline numbers are real: 64.3% on SWE-bench Pro (up from 53.4%), best-in-class on MCP-Atlas at 77.3% for multi-tool orchestration, 14% improvement on multi-step agentic reasoning, and one-third f…
We Built an MCP with 229 Tools (Without Writing a Single Tool Definition) (www.apideck.com via hn) How Apideck auto-generated a 229-tool MCP server from an OpenAPI spec using Speakeasy, deployed on Vercel with dynamic tool discovery at 1,300 tokens. A walkthrough of the stack, the hosting tradeoffs, and the hard-won lessons from shippin…
I built a retirement planning MCP server for Claude — ask it about SS/CPP timing, 401k/RRSP drawdowns, Monte Carlo, etc (www.reddit.com) Hey all! I've been building Cinderfi.com, a retirement planning tool for the US and Canada, and just launched an MCP server so you can use it directly inside Claude.
SnapState - Persistent state for AI agent workflows (snapstate.dev via hn) Save, resume, and replay multi-step workflows across sessions, crashes, and agent handoffs. Your agents never lose progress again. npm install snapstate-sdk Works with JavaScript, Python, and any MCP-compatible agent. import { SnapStateCli…
Do MCPs improve coding agent performance? (marginlab.ai via hn) Do MCPs Actually Improve Coding Agents? Part 1 Testing Context7, the most popular third-party MCP, on Terminal-Bench 2.0 with Codex This is the first entry in a multi-part series investigating whether MCPs (Model Context Protocol servers)…
How I finally stopped my AI agents from breaking every time an API changed (www.reddit.com) Hey r/AI_Agents If you’ve ever built an agent that worked great in your notebook but completely fell apart in production, you know the pain I’m talking about. One week the CRM API renames a field.
After 3 months building my personal AI assistant, I think hype > reality. (www.reddit.com) For the last 2–3 months, I’ve been improving my OpenClaw agent every single day. Burned ~378M tokens on it.
Show HN: Workplane – collaborative filesystem for humans and AI (workplane.co via hn) Workplane is a browser-based workspace designed for both humans and AI agents. HTML, Markdown, and other files are rendered directly in the browser, support comments, are versioned automatically, and can be shared with teammates or clients.
What MCP tools actually stayed in your daily workflow? (www.reddit.com) For people using Claude Code or Claude Desktop with MCP, which tools actually survived after the first week? I installed a bunch early on, but only a few became daily-use tools.
best browser setup for Claude Code? (www.reddit.com) what's the best setup for letting Claude Code use my logged-in Chrome? i've seen Browser Use / Browser Harness, Playwright MCP, dev-browser, and agent-browser mentioned.
Can someone help me understand MCP? (www.reddit.com) They just seem like tool calls and skills, but from a link somehow? Like..
Ask HN: What are Stainless users doing now that Anthropic has killed it? (news.ycombinator.com) Hey HN, Two days ago, Anthropic bought Stainless and then immediately killed it. Stainless offered the ability to take an OpenAPI spec and automatically turn it into SDKs in almost any language, plus an MCP server.
New in Claude Managed Agents: self-hosted sandboxes and MCP tunnels (claude.com via hn) - May 19, 2026 - 5min Starting today, Claude Managed Agents can operate in a sandbox you control and connect to your private Model Context Protocol (MCP) servers. Both the sandbox where an agent executes tools and the services it reaches r…
Computer-use MCP that can control multiple machines (Integrate with claude, Cursor, Codex or your custom harness) (www.reddit.com) Hey everyone, We built opendesk: it lets AI agents control your desktop using computer use MCP that can integrate with your custom workflow. Today we shipped something a bit wild: Your AI can now see, click, type, and navigate on a complet…
Any recommendations on saving costs? (www.reddit.com) Currently I try to turn off any MCP I'm not using, Using Sonnet for implementation and Opus only for planning. Starting new conversations when possible.
Persistent memory system for LLMs that actually learns mid-conversation (www.reddit.com) Every LLM conversation starts from zero. RAG helps, but it can't learn from what's happening right now.
I finally get MCP after a year (www.reddit.com) Since the word MCP was coined about a year ago. I always been a bit of a skeptic in terms of its actual use case.
Opencode-power-pack – Claude Code skills ported to OpenCode (www.reddit.com) I switched from Claude Code to OpenCode a few weeks ago and realized most of Anthropic's official Claude Code plugins don't transfer directly. The reason is that those plugins put their value in `commands/` and `agents/`, both of which are…
Is the Google Drive connector in Claude.ai just… broken for everyone? (www.reddit.com) **Claude.ai MCP connectors seem to be silently degrading — Google Drive broken, Gmail now only reads metadata. Anyone else?** I use Claude as a personal finance assistant.
Show HN: Agent Brain Trust, customisable expert panels for AI agents (github.com via hn) Agent Brain Trust lets you summon a panel of real, named experts to critique your architecture, review your writing, pressure your product strategy, or debate your design patterns. 10 built-in trusts, an extensible roster, and a working tu…
Forcing always-on thinking in Claude 4.7 with a one-line prime + MCP (www.reddit.com) Your AI agent is acting on memory it can't verify. Here's what we built to fix that. (www.reddit.com) DOOM runs in ChatGPT and Claude (chrisnager.com via hn) DOOM runs in ChatGPT and Claude Apr 17, 2026 AIGame developmentCreationMCPI made a playable DOOM MCP app that can launch inline inside compatible AI clients like ChatGPT and Claude, and falls back to a browser URL everywhere else. DOOM run…
I made a 23MB local memory engine for agents. No OpenAI, no cloud, just Rust and SQLite. (www.reddit.com) Most agent memory is just a wrapper for a vector DB. I wanted something that runs entirely on my machine and actually "learns" from failures.
Show HN: Mcptube – Karpathy's LLM Wiki idea applied to YouTube videos (github.com via hn) I watch a lot of Stanford/Berkeley lectures and YouTube content on AI agents, MCP, and security. Got tired of scrubbing through hour-long videos to find one explanation.
How to run Qwen3.5-27B with speculative decoding with llama.cpp llama-server? (www.reddit.com) I run it on 2xRTX 3090. This is part of my llama-server presets file: [Qwen3.5-27B-bartowski] load-on-startup = true alias = Qwen3.5-27B-bartowski hf = bartowski/Qwen_Qwen3.5-27B-GGUF:Q8_0 hfd = bartowski/Qwen_Qwen3.5-2B-GGUF:Q8_0 draft-mi…
What I wish I knew about how to secure mcp connections for chatgpt and claude at work (www.reddit.com) Rolled out mcp tool access for our ai assistants about 6 weeks ago so chatgpt and claude could hit our crm, project management tool, and a few databases. Nobody warned us about any of this stuff beforehand so figured I'd share.
Show HN: Rekal – Long-term memory for LLMs in a single SQLite file (github.com via hn) I got tired of repeating myself to my LLM every session. rekal is an MCP server that stores memories in SQLite and retrieves them with hybrid search (BM25 + vectors + recency decay).
Show HN: MCP is for tools. A2A is for agents. What's for websites? (www.rtrvr.ai via hn) HTTP lets agents fetch pages. Cloudflare's Markdown for Agents lets them fetch more efficiently.
Universal Memory Protocol – a shared format for agent memory (universalmemoryprotocol.io via hn) Universal Memory Protocol The third interoperability layer Section titled “The third interoperability layer”Agents can already call tools (MCP) and talk to each other (A2A). What they can’t do is carry memory across sessions, agents, and v…
MDMA – Turn LLM Responses into Interactive UI via MCP (github.com via hn) MDMA Markdown Document with Mounted Applications Interactive documents from Markdown. Built for next gen-apps 🚀 Live Demo · 📖 Docs · 💬 Discord Why MDMA?
I'm a photographer. I built a DSL for multi-agent workflows (github.com via hn) AgentFlow DSL A declarative language for multi-agent AI workflows — compile to MCP tools, no code required. Write complex multi-agent workflows in clean, readable .aflow files.
I made Claude Code pull my team into its planning loop (open source MCP server) (www.reddit.com) Anyone else notice that in planning mode, Claude Code constantly hits design forks — "queue or cron?", "which auth flow?", "REST or events?" — As a solo dev I'd either rubber-stamp it or jump into Slack to ask people, which kills the whole…
Show HN: VAEN – Package and import portable AI coding-agent Harnesses (github.com via hn) Hi HN, I built VAEN (an open source CLI) because I kept running into a boring problem with AI coding-agent workflows: the setup becomes useful, but then it is hard to move. A good, useful agentic harness consists of more than just instruct…
Opus has been handling my weekly grocery runs and was doing great. Then it bought me 40 heads of garlic (www.reddit.com) gave my agent that runs on opus model my card a few months ago to handle weekly grocery runs via mcp. ran great.
llampart 1.0.0 - I released a standalone local web UI for llama-server with translations, extended settings and a polished conversation sidebar (www.reddit.com) Hi everyone, I’ve just published the first public release of llampart 1.0.0: https://github.com/mchowy-troll/llampart llampart is a standalone local web UI designed to work with `llama-server`. It started from the `llama-ui` work in the `l…
Claude AI will be dead if not added layer to reduce token utilisation,any policy auditors and secure code safety hooks like this AI (www.reddit.com) I was facing problems with adding safety hooks for iOS and Android app submission as they were getting rejected. So, I built an app compliance auditor.
Claude is the best AI humanizer when you give it your writing style and a detector loop (www.reddit.com) I built this because I kept seeing a very boring workflow play out at home. My girlfriend would write with Claude, paste the draft into Slop or Not (an app that I built), see what still looked AI-ish, tweak the prompt, paste the next draft…
Open-sourcing a shell-level security layer for AI agents (www.reddit.com) After working with AI agents for a while, I kept running into the same issue: eventually the agent ignores boundaries, reads .env files, touches production resources, or uses secrets it was never supposed to access. Even with MCP read-only…
Show HN: YouTube MCP, give any AI agent access to YouTube (github.com via hn) I have a long YouTube watch-later playlist and wanted Claude to help me triage it by summarizing each video. It couldn't.
Show HN: Logbox – let Claude monitor your dev logs (github.com via hn) TL;DR: logbox is an open-source tool that pipes dev server logs to a local sqlite db with `<your-dev-server-cmd> | logbox collect`. Give Claude Code access by running `claude mcp add logbox -- logbox serve`.
Skybridge – the MCP Apps framework released v1.0 (github.com via hn) Skybridge - the MCP Apps framework The full-stack React framework for MCP Apps and MCP Servers. Documentation · Quickstart · Examples About Skybridge Skybridge helps developers build type-safe MCP apps for Claude, ChatGPT and other UI-enab…
temporal-mcp: wall-clock awareness for LLMs, with OAuth (www.reddit.com) One of the small failure modes I keep hitting with agent stacks is that the model has no idea how much time passed between turns. It'll greet you with "good morning" at 11 PM, or pick up a conversation three weeks later as if no time has p…
BAD-ASS-MCP! Let Claude etc. control your macos/Windows/Linux desktop THE RIGHT WAY! (www.reddit.com) Your imagination is the limit! Let your agents interact/test their own GUI apps rather than asking you.
You can now run hackathons on Claude, ChatGPT and Gemini (via MCP) (taikai.network via hn) We just shipped something we've been building toward for a while: TAIKAI now has a native MCP connector. That means your AI model like Claude, ChatGPT, Gemini, and others, can now connect directly to TAIKAI and act on your behalf.
I truly love working with Claude so now I have gone and given him a new pair of shoes. (www.reddit.com) I am sure most of you think this is old news but for me hooking up Claude to an external browser through an MCP has really supercharged it. It used to be that it couldn't perform a bunch of the instructions I gave it but now it just runs t…
What We Learned Building an Interactive MCP App (grapesjs.com via hn) When we started building the Grapes Studio MCP App, the goal was simple: make Studio usable inside tools people already spend time in, like ChatGPT. We did not want AI to stop at "here is some HTML" or "here is a rough idea." We wanted use…
Integration testing led me to create the Tyk mock MCP server (tyk.io via hn) If you had to sum up the Tyk approach in three sentences, the above would be spot on. Working at Tyk means being encouraged to create and collaborate, and the pace of AI evolution right now means there are plenty of opportunities to do so.
Show HN: MCP-identity – Per-request cryptographic attestation for MCP servers (github.com via hn) mcp-identity Per-request cryptographic user attestation for MCP servers. MCP already has OAuth 2.1.
Offload routine Claude Code work to Gemma 4 through the Google GenAI API (www.reddit.com) The idea of offload-mcp is simple: instead of running hardware-hungry local models for routine work, let Claude offload that work to FREE model APIs and SAVE tokens. I’m using Gemma via the Google GenAI API because I like it in my processi…
Show HN: Security Scanner for Agent Skills and MCP (github.com via hn) Snyk Agent Scan Discover and scan agent components on your machine for prompt injections and vulnerabilities (including agents, MCP servers, skills). NEW Read our technical report on the emerging threats of the agent skill eco-system publi…
Show HN: Ableton Live MCP (github.com via hn) Ever wanted to control Ableton with just your voice? Me too!
Built an MCP Claude Connector for SEC filings after I nuked through my Claude usage limit (www.reddit.com) I blew through my weekly Claude limit so many times I almost upgraded to the next tier. I knew the problem was because I was dumping the entire 10-Ks in there for context.
Vision agents vs. structured APIs on the same internal tool task (news.ycombinator.com) Vision agents (browser-use, computer-use) are the default for letting AI agents operate web apps without APIs. Writing an MCP or REST API per app is the alternative, but every app needs its own.
Show HN: Task Manager for AI Agents (MCP, Opensource) (github.com via hn) AgentRQ is a (optionally) human-in-the-loop, self learning closed loop task manager for agents. Agents can create and schedule tasks for themself and work on them on their own schedule.
Benchmarking Claude Code refactoring tasks with and without MCP code health guidance (www.reddit.com) We ran a benchmark to see how well Claude Code actually refactors legacy code alone and then redid the same test, but this time with code-health guidance via MCP server. To limit any vendor bias, we used a public data set of 25,000 source…
Learn, run and test Agentic AI on your browser for free! (Built with Claude Opus 4.7 in 2 days) (www.reddit.com) Hey Everyone, Over the last few months, I noticed a massive gap in how we learn about Agentic AI. There are a million theoretical blog posts and dense whitepapers on RAG, tool calling, and swarms, but almost nowhere to just sit down, run a…
↯ Fine Tuning↯ Opus 4.7↯ Function Callingfunction-callingfine-tuningrag+4
kreuzcrawl, an open source Rust crawling engine with 11 language bindings (www.reddit.com) kreuzcrawl is a high-performance web crawling engine. It was designed to reliably extract structured data, operating natively across multiple languages without enforcing a specific runtime.
Local MCP Servers for Code Indexing? (www.reddit.com) There's been some buzz about these at work recently, and I'm looking for options on what people use. The ones that immediately come to mind I'm a bit hesitant of as they appear to be written with a cloud-first mindset and I want to run eve…
Best ways to keep all my Claude installations in sync (www.reddit.com) I have a question about how to configure Claude across my devices. I have 2 computers -- a desktop and a laptop -- plus a phone and tablet.
Show HN: Mulder – Containerized MCP server for digital forensics investigations (github.com via hn) Show HN: Mac-computer-use, an open-source clone of Codex Computer Use (github.com via hn) As Agentic AI explodes, Amazon doubles down on MCP (thenewstack.io via hn) As agentic AI explodes, Amazon doubles down on MCP At the recent MCP Summit in New York City, The New Stack sat down with Clare Liguori, Senior Principal Software Engineer at AWS and core maintainer of the open-source Model Context Protoco…
A PM spending half the day in a terminal (www.reddit.com) Something hit me recently. More than half of my working day now happens in a terminal and VS Code.
Mnemo – a local-first notepad that acts as memory for AI agents (github.com via hn) Mnemo A local-first notebook you can query from the terminal, the desktop, or over MCP — with optional libSQL (Turso or self-hosted) so the same vault syncs everywhere. Why this exists Most note tools fail when you need to: capture somethi…
Open-sourced Arc Relay - one MCP control plane across all your Claude clients (www.reddit.com) The trigger: Claude Desktop on two machines, Code on three, half a dozen MCP servers I wanted available everywhere, and no clean way to share config or scope tools per project. Spawning local MCPs per client got ugly fast.
Show HN: MCP server gives your agent a budget (save tokens, get smarter results) (l6e.ai via hn) As a consultant I foot my own Cursor bills, and last month was $1,263. Opus is too good not to use, but there's no way to cap spending per session.
[Fix] Gemma 4 MCP tool calls broken in LM Studio — "Unknown test: sequence" (www.reddit.com) If you're using Gemma 4 with external MCP servers in LM Studio and getting this error: Error rendering prompt with jinja template: "Unknown test: sequence" This is a bug in Google's official Gemma 4 Jinja prompt template. LM Studio's Jinja…
Tested 6 browser use agents for real-world tasks — here's an honest breakdown + looking for recommendations (www.reddit.com) I've been on a hunt for a browser agent that can reliably handle daily agentic tasks: filling job applications, logging into sites and fetching data, making posts on my behalf, solving assignments and reporting results, and API/troubleshoo…
Open Source MCP server that refines prompts from retrieval evidence (github.com via hn) Prompt Refinery Retrieval-grounded prompt refinement engine as a reusable Python library, production CLI, and MCP stdio endpoint. This project avoids hardcoded prompt templates and static keyword routing.
The battle for context: why MCP vs. CLI is the wrong fight (medium.com via hn) medium.com Performing security verification This website uses a security service to protect against malicious bots. This page is displayed while the website verifies you are not a bot.
Show HN: Lessons learned from running Claude Code swarms at scale (news.ycombinator.com) Some time ago I built a simple app to run swarms of coding agents — I call it fleet (https://news.ycombinator.com/item?id=48256389). It's based on centralized beads with a Python orchestrator and can run any coder (Claude, agy, Codex).
Show HN: NeuroAnswer – MCP server lets Claude navigate petabyte-scale brain maps (github.com via hn) NeuroAnswer https://github.com/user-attachments/assets/1ab99eab-ce4f-44bf-a141-4f0317f659fc 200,000 neurons, 500 million synapses, queryable in plain English — rendered live in 3D! NeuroAnswer is an AI copilot for exploring the MICrONs Min…
Ask HN: Why is it still so hard for LLMs to query NoSQL databases? (news.ycombinator.com) LLMs are good at SQL. It's precise, expressive, and unambiguous.
MCP is definitely not dead (sderosiaux.substack.com via hn) The hype of MCP may have died but the enterprise value and growth is clearly there.
Architect MCP and TUI (news.ycombinator.com) Hi all, Noticed AI agents like to create maaaaasive files when building, so started to build an MCP to mitigate, anyway, ended up with something called a tarball Anywaay, inspired by Matt Pocock’s grill me skill, enjoy https://github.com/t…
HarnessKit – Manage skills/MCP/hooks/plugins/memory across all your Agents (github.com via hn) HarnessKit English · 简体中文 One home for every agent. A free, open-source app to manage all your AI coding agents — desktop, CLI, or web.
I forced codex to use blender using MCP and computer use (marknefedov.github.io via hn) Dataset Layout The source/ folder contains the ground-truth geometry. The oneshot/ folder contains single rendered references, and muti-view-6-ortho/ contains front, back, left, right, top, and bottom orthographic inputs.
Ask HN: Corporate Disconnect Between "Tokenmaxxing" and Token Optimization (news.ycombinator.com) About 6 months ago I joined a new team within a top ten F500 company. My new boss strictly mandated AI use with the key principle being: "You shouldn't be manually writing any code".
Show HN: Sverklo – repo memory for coding agents (sverklo.com via hn) Give your coding agent repo memory. Sverklo is a local-first MCP server that gives Claude Code, Cursor, Windsurf, and Codex-style agents your repo's symbols, callers, diffs, blast radius, and git-pinned decisions before they edit.
Show HN: Open-source tool for deploying applications to K8s/OpenShift (github.com via hn) Hey HN! We are back with new features in the open-source project, nxs-universal-chart.
Bluedot 2.1 – Record meetings from your Apple Watch, pipe them to Claude via MCP (www.bluedothq.com via hn) Invisible, privacy-first AI note taker Bluedot captures, transcribes, and summarises every meeting, online or in-person. Works on any platform and auto-updates your CRM, Notion and more.
I created a product compiler with DSLs (news.ycombinator.com) Hello HN! I've been working on TypMo as a solo builder for past 5 months or so.
Show HN: Unspaghettit – executable behavior specs for AI coding agents (github.com via hn) Unspaghettit Executable specifications for AI-assisted software development. Local-first · MCP-native · AGPL-3.0 An open-source project by Lyriks.io.
Multi-agent coding isn't new, so here's what we actually did differently (desktop app, runs your existing Claude/ChatGPT plan, a git worktree per agent) (www.reddit.com) Disclosure: I work on AskCodi, this is our product. And yeah, subagents/multi-agent orchestration aren't new (Claude Code has subagents, there are plenty of swarm frameworks).
Made a free tool that scans your Claude Desktop MCP config for security issues (www.reddit.com) If you've added MCP servers to Claude Desktop, your claude_desktop_config.json is a list of programs running with your permissions and seeing what flows through your agent — usually copied from a README and never reviewed again. There's a…
Seizu, a security-focused dashboard for graph databases with MCP (medium.com via hn) medium.com Performing security verification This website uses a security service to protect against malicious bots. This page is displayed while the website verifies you are not a bot.
Agyn: open-source distributed agent runtime on Kubernetes — like Google's AX, with pre-built Claude Code and Codex agents, and full credential isolation from the LLM (www.reddit.com) Agyn is an open-source, Kubernetes-native agent runtime that moves AI agents like Claude Code and Codex from laptops to company infrastructure with the controls you actually need to run them in production. If you've been reading about Goog…
I made a local-first MCP tutorial repo with node-llama-cpp and a custom agent loop (www.reddit.com) I just published a repo called MCP from Scratch that teaches the Model Context Protocol by building it step by step in plain Node.js. Most of the repo is about understanding MCP itself, but the later modules may be relevant here: I added a…
New to agents, mcp , etc how do I get to a point where i can lay back and let my agents do the work (www.reddit.com) Currently working on some projects. I have some agents and chrome scrap tasks id like it to do.
Claude issues with design and MCP (www.reddit.com) Hi everyone, I am trying to launch a digital design magazine on my domain koncepto.dk. My goal is to achieve an ultra-clean, fjerlet, minimalist aesthetic design, meaning a tight, asymmetrical grid, lots of white space, subtle 1px gray bor…
New to Ai looking for advice (www.reddit.com) Not sure if this is the place to post it (pleade point me to the right direction). I started a job in a new company almost 6 months ago, prior to this i just used chatGpt for excel formulas at my previous job.
PM running Notion MCP for 3 weeks. Should I add Linear too or is that overkill? (www.reddit.com) PM at a 60 person SaaS, not technical. got the Notion MCP server running 3 weeks ago after a friend walked me through it.
Built an MCP server for cross-Asia streaming queries. Claude can now answer "where can I watch X in Y" for 30 markets. (www.reddit.com) The problem: I run ottasia.com, a streaming aggregator for 30 markets across South Asia, SEA, East Asia, Central Asia, the Levant, the Gulf, and MENA. Users were asking Claude, "Where can I watch [show] in [country]" and Claude was just gu…
I Build Daily Briefing AI Agent (www.reddit.com) I started a series where I build AI agents every day and sharing them in github. For the first day, I built a clean and practical agent that connects to your Google account to: • Track your daily emails and meetings • Answer questions abou…
1Password MCP Server for OpenAI Codex (1password.com via hn) 1Password is now a trusted access layer for OpenAI’s Codex by Dennis Kromhout van der Meer and Robert Menke May 20, 2026 - 6 min Related Categories Coding agents like Codex are helping developers write, execute, and prepare code for produc…
WebMCP: I Made My Website AI Agent Ready (suganthan.com via hn) WebMCP: I Made My Website AI Agent Ready (Here's How) A practical guide to implementing WebMCP on your website. What it is, how it works, and a full walkthrough of adding MCP tools to a personal site so AI agents can interact with it direc…
Open-sourced an MCP server that catches the security mistakes Claude / Cursor / Copilot actually make (www.reddit.com) AI coding tools like Claude, Cursor, and Copilot sometimes write code that looks fine but quietly leaves your app wide open like turning off security checks to make an error go away, or telling you to install a software package that doesn'…
How to Set Up a Remote MCP Server for Your SaaS (docsalot.dev via hn) If you are building a SaaS product right now, there is a good chance users will eventually want Claude, Cursor, or another AI client to talk to it directly. MCP is the cleanest way to do that, but the interesting work starts after the tool…
Anthropic is killing stainless, so we built our own SDK/MCP generator (news.ycombinator.com) https://x.com/iiviieee/status/2056850759304798543 https://github.com/crosmos-labs/ironic/
PrimeTask Bring Your Own AI - Claude sets up a full project in one prompt. (www.reddit.com) Hey r/ClaudeAI, I'm one of the developers behind PrimeTask, a local-first productivity system for macOS. The final beta now ships with Bring Your Own AI, a local MCP server (110+ tools, 5 prompt templates) so you can point Claude Desktop,…
Agentyc – deterministic browser automation for coding agents (github.com via hn) agentyc Deterministic, MCP-first browser automation for coding agents. No API key needed.
Stainless just got acquired by Anthropic. Bun was December. Whats the actual game plan here? (www.reddit.com) For anyone who missed it: Anthropic acquired Stainless yesterday (May 18, 2026). Stainless turns API specs into SDKs, CLIs, and MCP servers across TypeScript, Python, Go, Java, Kotlin and more.
Show HN: Merrai – portable AI context for Claude, ChatGPT, and any MCP tool (merrai.app via hn) Log in to your account orsign up Email Password Forgot your password? Or continue with
Show HN: HoneyLabs – Public honeypot threat Intel feed and MCP server (honeylabs.net via hn) I've been running a small fleet of honeypots for about a year. They get hit by a mix of research scanners (Censys, Shadowserver, etc.), old worms, and a bump of CVE probes the day a new Nuclei template ships.
GoDaddy Agent Naming Service (ANS) (www.godaddy.com via hn) Based on IETF draft-narajala-ans open specification Discover Verified AI Agents The identity layer for AI agents. Discover verified agents with DNS-anchored identity that works across MCP, A2A, and any protocol.
On-Demand Human Judgement for AI Agents (www.reddit.com) Been thinking about this a lot lately. Agents are getting scary good at the mechanical stuff - searching, calling APIs, writing code, executing multi-step plans.
Claude Code agents surfacing unverified MEMORY.md content — two compounding changes in 2.1.139–2.1.141 may explain the drift (www.reddit.com) I started noticing major behavioral shift in Claude Code. No change in any of our custom skills, hooks, etc.
Any broker with native AI agent support? (www.reddit.com) Been working on the execution layer for my trading agent for a while now. Strategy logic is solid at this point but I keep hitting the same wall on the broker side.
AI Agents are basically silent crawlers at this point (www.reddit.com) AI agents are already hitting sites and most people have very little visibility into it. For example, Claude browses your MCP docs, GPT scrapes pages, OpenClaw creates shitposts on Reddit, etc.
7 MCP gateway bugs I hit after the happy path ended (www.reddit.com) MCP demos look clean until you put a gateway between real clients and real servers. The happy path was easy.
Anyone else constantly re-teaching AI agents the same behavior? (www.reddit.com) You spend hours shaping an agent: what tools it can touch what it should ask before acting what counts as risky when it should stop and clarify Eventually it mostly behaves. Then the surface changes: new runtime, new coding tool, new MCP s…
Show HN: MCPSafe – Free security scanner for MCP servers using 5-LLM consensus (mcpsafe.io via hn) Pre-install security audits for Model Context Protocol servers. AIVSS scoring, multi-LLM consensus, line-level findings.
Show HN: Monghoul – Desktop MongoDB GUI with schema-aware autocomplete and MCP (monghoul.com via hn) Last year I decided to start a fun side project - a love child of VS Code and NoSQLBooster. I wanted a GUI that looks modern and snappy, minimal, not like 2003 MS Excel with dozens of buttons and dropdowns everywhere.
Show HN: How we made MCP development feel good (manufact.com via hn) Hey HN, I am Pietro from Manufact (https://manufact.com), we build open source dev tools and infrastructure for MCP. You might know us for mcp-use (https://github.com/mcp-use/mcp-use) our open source full stack SDK to build MCP servers and…
Claude Code and Blender MCP (hydroxide.dev via hn) Claude Code + Blender MCP Blender published an official MCP Add-on a few weeks ago, and I decided to migrate away from the unofficial add-on I'd been using over the past few months. Kudos to the author for the unofficial blender-mcp add-on…
Show HN: Fulfillment MCP – one router contract, swap the printer (www.incultnito.com via hn) Brief to print-ready artwork in 60 seconds. Fulfillment routes to any destination through our public MCP server.
Show HN: SLayer, a semantic layer maintained by your agent (github.com via hn) Hello HN! If you want to connect your agent to a database (say, to build a data analyst chatbot or any kind of agentic app) today you have 2 options: an SQL MCP server or a semantic layer.
Getting lost in a crazy jungle of decentralized skills, docs, data... Is some sort of cross-platform knowledge-hub (MCP?) the next shit? How are you solving the knowledge problem? (www.reddit.com) When coding, I may have skills configured in Pi, other skills in Codex. A folder /docs with many markdown files with ultra-short how-tos for every kind of task an LLM was not able to solve easily.
Show HN: FLOX C++ trading systems framework with MCP (github.com via hn) FLOX is a C++23 trading framework for building trading systems with polyglot bindings. It provides blocks that may be used for setting up execution pipelines, market data gathering and backtesting.
just released vscodium agent flow graph looking for suggestions (www.reddit.com) System Session capability layer, remote runtime, and optional MCP bridge for Nex. Nex connects editor, terminal, MCP tools, secure tunnels and local or remote workspaces in one controlled desktop environment where every agent action can be…
feeding specific personal docs into the editor via mcp? (www.reddit.com) I'm sick of claude hallucinating deprecated react syntax. I want to feed it my own curated tutorials and api docs.
MCP for sandboxed, reproducible envs for agentic-first coding workflows (github.com via hn) devcontainer-mcp Give your AI agent its own dev environment — not yours. devcontainer-mcp is an MCP server that lets AI coding agents create, manage, and work inside dev containers across three backends: local Docker, DevPod, and GitHub Co…
Endara – One endpoint for all your MCP servers (endara.ai via hn) One endpoint for all your MCP servers. Endara aggregates your local and cloud MCP servers behind a single endpoint.
Codex CLI Cheat Sheet (www.agenticcodingweekly.com via hn) Printable single-page A4 JPEG reference for developers Concise reference for the Codex CLI : terminal UI, codex exec , local config, MCP, skills, subagents, hooks, rules, and automation. 🚀 Start Here Open the interactive terminal UI in the…
Building Agentic GraphRAG Systems: From knowledge graphs and ontologies to a unified memory as an MCP server for your AI agent. (www.reddit.com) I gave this talk twice in one month: at O’Reilly’s Context Engineering Event and at Abi Aryan’s Maven course on LLM inference at scale. After being blasted with questions, I realized something: GraphRAG isn’t a retrieval algorithm, it’s a…
cursor's background agent actually works now (www.reddit.com) Been using the 1.0 release since yesterday and honestly wasn't expecting much from the background agent thing. Like, another AI feature that'll probably break my workflow, right?
Show HN: Disputron – AI small claims court for petty disputes (disputron.ai via hn) Disputron is a small claims court for petty disputes. Two parties file, AI lawyers argue both sides, and a AI judge rules from the bench.
Show HN: MCP Python Hooks – sys.addaudithook and import hooks for MCP (github.com via hn) BlueRock MCP Python Hooks Lightweight runtime security sensor for Python MCP servers. Monitor MCP tool calls, resource access, session lifecycle, and module imports your application makes, with zero code changes, emitting structured events…
MCP Steroid – Give AI the whole IDE, not just the files (mcp-steroid.jonnyzzz.com via hn) MCP Steroid is a Model Context Protocol server for JetBrains IDEs. It exposes IntelliJ Platform APIs, visual state, and runtime environment to any MCP-compatible AI agent via Kotlin code execution and screenshot capture.
Show HN: Better Design – 28 Shadcn design systems (OSS, MCP: Cursor/Claude Code) (github.com via hn) Better Design 29 open-source design systems for shadcn/ui. Drop any of them into your app with one command.
We released a social media MCP so Claude can work with reporting + competitor data (www.reddit.com) We built Sociality.io’s MCP for Claude (built using Claude), a social media MCP that lets it access reporting and competitor data. It’s free to try.
Show HN: Safety layer between AI agents and databases (github.com via hn) Safe multi-database access for AI agents. Quickstart · How it works · Databases · MCP · Docs AI agents are getting access to databases, APIs, and tools.
Duralang – decorator makes every LangChain LLM/tool/MCP call a Temporal Activity (temporal.io via hn) duralang – Durable Stochastic AI Agents with One Decorator duralang makes every LangChain LLM call, tool call, MCP call, and agent-to-agent call a Temporal Activity automatically — via a single @Dura decorator. No workflow DSL.
found a new project memory MCP with hybrid recall (BM25 + vectors + RRF) on FFT Qwen3.5-4B (github.com via reddit) mind-mem Drop-in memory for Claude Code, OpenClaw, and any MCP-compatible agent. OpenClaw is an open-source AI assistant platform with multi-channel support.
Stop bloating your agent context with MEMORY.md. I built a local cognitive memory MCP instead. (www.reddit.com) Hey everyone, I’ve been building paradigm-memory, a local-first memory layer for AI coding agents. The motivation is pretty simple: I got tired of agents forgetting project context, or relying on giant MEMORY.md files that slowly become a…
We scanned 100 Smithery MCP servers, 22 flagged, here's what we found (news.ycombinator.com) We built Bawbel (https://bawbel.io), an open-source scanner for agentic AI components. Released v1.0.1 this week.
Ask HN: Anyone using AI agents for active learning sprints? Here's my setup (news.ycombinator.com) Hi HN, I'm a big fan of AI's ability to provide personalized tutoring. So, lately, I have been using my Antigravity IDE (you can use any agentic harness) for personal learning.
Anyone playing around (successfully) with the new Meta Ads MCP? (www.reddit.com) Got it connected but every query says account level permissions in meta’s side need to be enabled, but there are no account level permissions on metas side.
What tools are you using to give your LLM a persistent second brain / long-term memory? (www.reddit.com) I've been going down a rabbit hole trying to solve LLM memory. the problem where every session starts blank and your agent has no idea what it learned last week.
tool calling/ integration with APIs (www.reddit.com) how are you guys building integrations of your Agents with different APIs? Do you just add a md file or llms.txt or give them access to official MCP/CLI?
How to build production Agents (by a staff software engineer) - Part 1 (www.reddit.com) I'm a software engineer with 10+ years of experience, from Meta AI and startups. I've been building AI Agents for the past 3 years, as a founding engineer and as a founder building custom AI Agents for businesses.
GitHub shipped a compliant MCP server. Most authors can't (github.com via hn) MCP Audits Weekly security audits of remote MCP servers. Published Mondays.
Yet Another MCP, But This One Pulls Insider Trading Data (github.com via reddit) If you can't beat them, join them. Insider trading is so blatant now, all you need is to know right as everyone else does!
Securing AI Agents and MCP at the network layer with Tailscale and Highflame (www.businesswire.com via hn) Highflame and Tailscale Partner to Secure AI Agents and Model & MCP Interactions at the Network Layer Contact Us Contact Us Newsroom Services & Solutions Services & Solutions ServicesPress Release DistributionVisibility & EngagementComplim…
Has your Claude agent ever done something you didn't expect? Trying to understand how common this is. (www.reddit.com) I'm researching a tool that sits between AI agents and their MCP tool calls — basically a layer that can block dangerous actions, require human approval, and log everything. Before I build anything serious, I want to talk to real people wh…
CoWork 3p Slack Connectors (www.reddit.com) Struggling a bit with CoWork 3p Slack connector. Seems like it just fails and doesn't have ability to discover the client ID like the default Claude Code one does.
Dedicated Repository Agents (www.reddit.com) Recently I began experimenting with defining an agent identity around stewardship of a given codebase. I use a SOUL.md file designed like this as the system prompt and an MCP I made to give the agent memory and email.
Built a Claude Code ↔ Cursor handoff system today. Smaller than I expected, more useful than I expected. (www.reddit.com) I'm a solo founder running a portfolio of products. A lot of my day-to-day happens in Claude Code.
Apple Mail MCP (github.com via hn) Apple Mail MCP Server An MCP server that provides programmatic access to Apple Mail, enabling AI assistants like Claude to read, send, search, and manage emails on macOS. ⚠️ Pre-1.0 — expect breaking changes.
Show HN: Burnish, a UI for any MCP server (no LLM, no chat) (burnish-demo.fly.dev via hn) Burnish is a UI for MCP servers. You point it at a stdio or SSE endpoint and it renders each tool as an interactive form from the tool's JSON schema, then maps the response to a card, table, chart, or pipeline view based on the shape of th…
Creating an MCP Server to answer questions about me (jspann.me via hn) Show HN: Family Tree Maker (family-tree-maker.mnapoli.fr via hn) I built an MCP server that lets Claude draw on your Excalidraw canvas in real-time (www.reddit.com) Thanks everyone — shipped a bunch of your feedback, agent to agent comparisons, co-pilot agents etc and more!~ (www.reddit.com) MCP connectors in Cowork: the tools work but Claude can't find them. Anyone else? (www.reddit.com) How do you get architecture review/questions answered? (www.reddit.com) I saw a post here about going through stages from regular prompting and then moving to Skill and MCP. It had a visual and OP was saying that he wished someone told him before he started his journey. Any one remember and can point? (www.reddit.com) I thought I saved it be alas, nope. I am interested in this because I want to see where I am in my journey and where I should be.
Best Alternatives to Claude Desktop for Custom AI Automation? (www.reddit.com) Our customer would like to use a standard AI agent platform, similar to Claude Desktop, with a fixed monthly fee to work with their custom remote MCP servers. They also want the ability to build their own skills and custom connectors to cr…
Is Your AI Agent Too Unpredictable? Bring Workflow Through a Single File (www.reddit.com) If you work with AI agents, you know the pain: they rarely do the exact same thing twice. Even with strict system prompts, locking down execution order is nearly impossible.
Looking for guidance on strengthening fundamentals and then building (www.reddit.com) I currently work in one of fintech companies and a regular user of the agents, LLMs, MCP etc. I use agents everyday to finish my coding, debugging and other things I am one of those people, who have learnt a bit of theoretical concepts whe…
PeonPing: Sound packs for Claude, Codex, Cursor, and other AI coding agents (www.peonping.com via hn) The project that inspired native sound hooks in VS Code (50M+ users) Game character voice lines the instant your AI agent finishes or needs permission. Or let the agent choose its own sound via MCP.
The TL;DR on MCP: Why context matters and how to put it to work (www.figma.com via hn) The TL;DR on MCP: Why context matters and how to put it to work Figma’s MCP server brings your design decisions into the tools where code gets written—so what gets built actually matches what was designed. Here’s what that unlocks for ever…
webclaw one month later: 43k views, new SDKs, and an API private beta (www.reddit.com) First off, a massive thank you to this community. Exactly one month ago I introduced webclaw here.
Show HN: Hormuz Trail - Oregon Trail parody/black-box AI coding exercise (hormuztrail.com via hn) I jokingly told a co-worker Iran might make a good Oregon Trail parody. Then I built it.
PSA: Audited my Claude Code setup: 30,000 tokens (15%) gone before I type (www.reddit.com) I was burning through Claude Code usage way faster than expected. So I audited what my setup was actually loading before I typed anything.
MCP Attack Atlas – 40 AI agent attack patterns catalogued (sunglasses.dev via hn) An open catalogue of attack patterns against AI agents using the Model Context Protocol. 40+ verified patterns across 14 attack families.
Show HN: DollhouseMCP 2.0, open-source MCP composable AI building blocks (dollhousemcp.com via hn) Hi, I'm Mick. I've been building this for the last 9 months DollhouseMCP 2.0 is an open-source MCP server for making and using composable building blocks for AI customization.
Show HN: Grove – Open-source remote MCP server for Obsidian vaults (github.com via hn) Grove Open-source MCP server that makes your Obsidian vault accessible from any AI client. One URL.
Show HN: Burrow – Runtime Security for AI Agents (news.ycombinator.com) We use Claude Code, Cursor, and Copilot daily. These tools run shell commands, read files, and call APIs on their own.
Show HN: OQP – A verification protocol for AI agents (news.ycombinator.com) As AI agents autonomously write and deploy code, there's no standard for verifying that what they shipped actually satisfies business requirements. OQP is an attempt to define that standard.
Without RBAC for Skills and MCP, your org has root access to your company (www.sleuth.io via hn) Dylan Etkin April 13th, 2026 Without RBAC for Agent Skills and MCP, your entire organization basically has root access to your company Let me paint a picture. Your company has rolled out Claude or ChatGPT as the standard AI tool.
Malicious PyPI Wheels Target Bioinformatics and MCP Developers (socket.dev via hn) AgentSploit – Burp Suite for AI Agents and MCP Servers) (github.com via hn) Show HN: Web tools an AI agent pays for per call in USDC, no API key (x402+MCP) (superhighway.walls.sh via hn) The information superhighway, productized for agents. A web-search API your AI agent can pay for on its own — no signup, no API key, no human in the loop.
Show HN: Web Speed – A shared web-map registry for AI agents (MCP, open source) (www.getwebspeed.io via hn) Hey everyone, I've been working on a tool called Web Speed. It takes web pages full of HTML and parses them into an easily readable sitemap for an AI agent.
Claude-tinderbox: Search your Claude.ai conversation history locally via MCP (github.com via hn) Tinderbox A personal claude.ai conversation archive — schema, ingest, embeddings, hybrid retrieval, and an MCP server that lets any Claude session search your own past conversations. Status: working end-to-end.
Before You Add an MCP Server to Your IDE, Read the Config (medium.com via hn) After reading, a developer can inspect an MCP server configuration and decide whether to allow it, sandbox it, restrict it, or reject it. 6 min read Just now -- Press enter or click to view image in full size This image was created using a…
Mantyx – Free Agent Runtime with batteries included (mantyx.io via hn) Give agents your tools, webhooks, and integrations—delegate with MCP, A2A, and optional memory. Same workspace from free to production—no sales call.
agentgateway Joins AAIF as an Open Gateway for Agentic AI Infrastructure (aaif.io via hn) The Agentic AI Foundation welcomes agentgateway — an open source gateway purpose-built for MCP, Agent-to-Agent, LLM, and API traffic — as its newest hosted project.
Bad MCP design cost your Agent 5× more tokens (news.ycombinator.com) I recently did some tests on two MCPs with identical functionalities. Turns out one of them has really bad performance.
Ask HN: Heavy coding-agent users what's your context plumbing? Where it fails? (news.ycombinator.com) From what I've seen it sits at three levels: Layer 1: Personal (memory MCP tools, personal *.md files) Layer 2: Repo (CLAUDE or AGENTS.md, in-repo docs) Layer 3: Org-wide (Unblocked, Glean, or similar) Most people have strong opinions on 1…
L402: A Universal HTTP-Based Payment Flow for Agents (www.l402.org via hn) L402 is an http-based payment flow for MCP, AI Agents, and more.
Show HN: Terraform RAG - index modules, distill conventions, compose via MCP (terraform-rag.io via hn) AI-powered knowledge base for your Terraform modules. Index, search, compose, and audit - all from one place.
Show HN: A desktop first local log analyzer with fast search and MCP (github.com via hn) Logsonic fills gap in the local-first log analytics space - when installing Elasticsearch is too much and vim/ripgrep is too little. LogSonic is a Desktop-First Log Analytics application which runs on Windows, Mac and Linux.
Official MCP servers ship known-vulnerable dependencies at install time (bindfort.com via hn) Bindfort scanned every reference MCP server in the @modelcontextprotocol npm namespace. 5 of 5 carry two HIGH-severity GHSAs invisible to Dependabot and Snyk because the vulnerable SDK is a transitive dependency, not a direct one.
MiniMax M3 (xcancel.com via hn) Introducing MiniMax M3: The First Open-Weights Model to Combine Three Frontier Capabilities - Coding & Agentic Frontier: 59.0% SWE-Bench Pro, 66.0% Terminal Bench 2.1, 34.8% SWE-fficiency, 28.8% KernelBench Hard, 74.2% MCP Atlas - MiniMax…
Ruby Client for the Model Context Protocol (MCP) (github.com via hn) Manceps A Ruby client for the Model Context Protocol (MCP). From Latin manceps -- one who takes in hand (contractor, acquirer).
Show HN: mcpguard – security scanner and firewall for MCP servers (github.com via hn) mcpguard Security scanner and firewall for MCP (Model Context Protocol) servers. Checks your configs for known issues, blocks sketchy tool calls at runtime, and keeps audit logs.
A Practical Guide for Secure MCP Server Development (genai.owasp.org via hn) A Practical Guide for Secure MCP Server Development provides actionable guidance for securing Model Context Protocol (MCP) servers—the critical connection point between AI assistants and external tools, APIs, and data sources. Unlike tradi…
Auto-review mode is now available in Cursor (cursor.com via hn) 3.6 · Changelog Auto-review Run Mode Auto-review is a new run mode that allows Cursor to work for longer with fewer approval prompts and safer execution. Auto-review applies to Shell, MCP, and Fetch tool calls.
A library of 130+ open source, jurisdiction-specific accounting Skills for Claude (www.reddit.com) I'm part of this open-source community - Open Accountants over at github. We're building skills library and MCP server for tax and accounting work: 130+ jurisdictions across 11 domains: tax, bookkeeping, payroll, e-invoicing, company forma…
Open-source playbook on agentic working — for the cross-audience, not just coders (28 chapters, MIT) (www.reddit.com) Author disclosure upfront: I wrote this. Free, MIT-licensed, no paid tier.
Using MCP servers with Nouswise as a cited research layer (nouswise.com via hn) 8 Knowledge Management Best Practices for 2026 Why KM Looks Different in 2026 Knowledge management used to be treated as internal housekeeping: organize the docs, keep the wiki updated, and hope people search before asking. That version is…
Firecrawl MCP on Windows is lying about your API key (and the 5-min fix) (www.reddit.com) If you're here because Firecrawl MCP loads its tools fine but every call returns "Unauthorized: API key is required when not using a self-hosted instance" — and you're on Windows + Claude Desktop — skip to the fix. I burned two hours on th…
Colour Memory: MCP server with 40 historical colour archives (colour-memory-api-production.up.railway.app via hn) {"name":"colour-memory","version":"2.0.0","description":"Global heritage colour intelligence — 15,000+ named colours across 40 cultural archives. Hex matching, concept queries, palette generation, image analysis, pigment mixing, historical…
MCP Servers / Connectors in Claude Desktop / Cowork via AWS Bedrock (www.reddit.com) While using MCP servers in the code CLI works with MCP servers, I'm having trouble using connectors or MCP servers in Cowork. Connecting to Jira or O365 seems not possible.
MCP server for Swiss company intelligence (www.reddit.com) I built an MCP server for Swiss company intelligence — 800K+ companies, FINMA/SRO data, building permits, ▎ procurement tenders ▎ ▎ SwissRegister is now available as an MCP server with 5 tools: ▎ ▎ - search_companies — search the official…
I built and open-sourced Skill Index to organize & standardize your AI agent knowledge across Claude, Codex, Cursor, and more. 100% local and free on macOS. (skillindex.app via reddit) I’ve been using Claude alongside other coding agents, and I kept running into the same problem: useful skills, MCPs, commands, hooks, and workflows start getting scattered across different tools. Sometimes Claude has the best version of so…
built a security tool for AI agents because watching them call random tools felt like handing my laptop to a stranger (www.reddit.com) Hey everyone, I recently shipped v4.3.0 of SecureVector. The reason is simple: when an AI agent runs on your machine, you lose visibility.
MarkdownAI v2.0, its a workflow engine, not a template parser (www.reddit.com) MarkdownAI is a workflow and runbook engine for AI. Yes, it’s also a templating language, but that’s the least interesting thing about it.
Need some advice on AI workflow (www.reddit.com) Hi all, I'm somewhat new to the scene (been lurking for maybe 4-5 months now), but i think I have all the basics figured out. My setup: 9800x3d with 64GB of RAM, 6900xt with 16GB VRAM.
Show HN: OAuth 2.0 framework for MCP servers (github.com via hn) mcp-authflow OAuth 2.0 Authorization Server framework for MCP servers. Issue and manage tokens that protect MCP tool access.
Agent-workspace-Linux An isolated Linux desktop that an AI agent control (github.com via hn) agent-workspace-linux An isolated, hidden Linux desktop that an AI agent fully controls — over MCP — without ever touching your real mouse, keyboard, focus, or browser. The floating viewer (right) shows the agent doing live website QA insi…
Co-Invest – an MCP server that lets Claude and ChatGPT execute real trades (www.liquid.trade via hn) Liquid Co-Invest brings real trading into ChatGPT and Claude. Research markets, place trades, and manage your portfolio across crypto, stocks, commodities, and FX — directly from chat, with explicit confirmation on every order.
Show HN: CredWork – a simple project tracking and showcasing tool (www.credwork.co via hn) Hi HN, I'm Tushar, founder of CredWork - a simple project tracking and showcasing tool to use manually or with your AI Agent. It started as a simple timeline tool and then I added a way to collect projects to show in a portfolio website.
I built a searchable directory for Claude Code plugins (www.reddit.com) I kept running into the same problem with Claude Code plugins: discovery is scattered across GitHub, Discord threads, blog posts, and individual repos. Even when I found something useful, it was hard to answer the questions I actually care…
An MCP server that gives agents a sandboxed Lisp REPL (andreasronge.github.io via hn) The Right Tool for Code Mode A while back I built my own personal assistant and wired it to my email, calendar, and phone over MCP. One of the first things I asked it to do was show me the last 10 emails.
Every MCP server needs an install page (www.speakeasy.com via hn) AI & MCP Every MCP server needs an install page Sagar Batchu May 17, 2026 - 4 min read There is a nice post going around on Hacker News arguing that an MCP server should respond to a browser the same way it responds to an agent: with conte…
Skills vs. MCP vs. prompts: which agent setup works best? (www.agentvoyagerproject.com via hn) View full AVP JSON. , Welcome to the Captain's Log, where we break down the voyages our agents undertook each week.
I replaced my old job with an AI agent (www.reddit.com) Hello friends. Today I want to talk about agentic media buying.
Show HN: Fungible – A local personal finance app in the terminal (github.com via hn) Fungible is a terminal-based personal finance app that fills the Mint-shaped void in my life. It runs using your own plaid credentials (optional) and has its own integrated chatbot (also optional and BYO key).
I checked which of my Claude Code skills actually fire. Half never had, and they were burning 23k tokens every session. (www.reddit.com) I've got a pile of skills installed in Claude Code and I started wondering how many actually auto-activate vs. just sit there loading their instructions into context every session.
TLA-MCP: Quick follow-up to last week's announcement (www.reddit.com) TLA+ language - Tuple-binding destructuring everywhere a binder used to work — quantifiers, comprehensions, CHOOSE, function defs, with nesting: \E <<a, b>> \in Pairs : P(a, b) {a + b : <<a, b>> \in Pairs} - Unbounded CHOOSE now handles x…
Building AI-powered features that generate HTML? This MCP server gives you 15 tools (www.reddit.com) Building AI-powered features that generate HTML output? Fast HTML MCP gives your agents 15 MCP tools for HTML: assembly, patching (by ID/class/selector), reading (text/DOM/semantic/raw), templates, streaming, and consistency propagation.
Multi-Agent Orchestration System: Hermes (Windows) ↔ OpenClaw (WSL) (github.com via hn) * AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow…
I built a Cybersecurity MCP Server that gives Claude real-time recon capabilities (www.reddit.com) Claude has zero native security tooling by default, so I built a local MCP server that adds: - WHOIS lookup - DNS enumeration (with subdomain brute-forcing) - Nmap port scanning with service detection - SSL/TLS certificate inspection - Tec…
Best iOS game building tools? (www.reddit.com) What are you using to build your iOS game? I have been putting in serious time, and lately Claude chat has been letting me down.
Tested 4 AI video generation MCPs in claude for making short clips (www.reddit.com) Hello everyone, recently I saw a lot of AI, especially GenAI, MCPs being launched. Out of the ones that I had an opportunity to test there were 4 I could consider worth trying out.
Buygent — one setup for AI agent capabilities (www.reddit.com) I’m working on a capability layer for AI agents and would like feedback from people building agent workflows. To make an agent useful, users often need to configure: - MCP servers - auth - browser sessions - web search - email - confirmati…
We had a long weekend here so I caved and built my own memory MCP (www.reddit.com) I did not know what to expect but it's surprisingly satisfying not to have to juggle the md files anymore. High point: seeing my own icon as a live element in Claude.
macOS-MCP (github.com via hn) 🍎 macOS-MCP Overview macOS-MCP is a lightweight, open-source Model Context Protocol server that bridges AI agents and the macOS operating system. It enables seamless automation of macOS through LLMs via tasks such as file navigation, appli…
got tired of claude code forgetting everything every session, built VIR for it (www.reddit.com) Every session i'm debugging something, figuring out a pattern, making some decision with claude that took us 30 minutes to think through. Then i close the terminal and it's just gone.
Repurposed my old work ThinkPad as a dedicated personal AI workstation — looking for ideas from people who’ve done something similar (www.reddit.com) Apologies if formatting comes out weird- I am on mobile. My old employer let me keep a ThinkPad when I left.
Built an intelligent web video editor for claude (and other agents) via MCP (www.reddit.com) Hey! I'm a first time founder and long-time video editor.
Show HN: CoreMem – Portable context for AI agents (coremem.app via hn) CoreMem lets you build collections of context, called a mem, and share it with any AI agent via URL, a Chrome extension, MCP, Cursor/VS Code plugins, a skill, and more. Instead of re-explaining your project or goal when you switch agents o…
Built a public audit-trail receipt URL for MCP-callable agents, shipped as Apache 2.0 OSS (www.reddit.com) For the past few months I have been shipping agents into client engagements and running into the same procurement objection at every turn. A CISO asks "show me your evals," the typical vendor answer is "we run automated test suites in CI,…
Show HN: Blacknode – Visual workflow builder Claude can drive via MCP (github.com via hn) Blacknode The visual workflow builder where AI agents build the workflow. Connect Blacknode to Claude Desktop or any MCP client and watch an agent assemble, validate, run, and debug typed node graphs in a live editor.
MCP Specification 2026-07-28 Release Candidate (blog.modelcontextprotocol.io via hn) The release candidate for MCP 2026-07-28 is now available. It is the largest revision of the protocol since launch and delivers on the 2026 roadmap: - a stateless core that scales on ordinary HTTP infrastructure - extensions including serv…
Agent builders: are GPT/Claude/Gemini API costs killing your margins? (www.reddit.com) Hey everyone, For people building agents with LangGraph, CrewAI, AutoGen, OpenAI Agents SDK, Claude MCP/SDK, Google ADK, or LlamaIndex — how are you managing LLM API costs? Agent workflows can get expensive fast because of: tool calls retr…
Deep codebase context cuts Claude Code's token cost by 47% (bito.ai via hn) Bito's AI Architect cuts Claude Code's token cost by 47% on SWE-Bench Pro. It gives the coding agent codebase context, a continuously updated, structured map of every repository served over MCP.
Direct LLM vs Model Context Protocol (MCP): A benchmark on API costs and latency. (www.reddit.com) Like everyone else, I’ve been testing the newly released Gemini 3.5 Flash. The speed is phenomenal, but I wanted to see how it handles large, structured data aggregations directly in the prompt versus using a delegated tool architecture.
Spy‑code: local codebase graph for AI agents (feedback wanted) (www.reddit.com) Hi everyone—I’m working on an open‑source tool called spy‑code that parses a repo with tree‑sitter, extracts functions, classes, constants and tracks calls, imports and references as edges, builds a local SQLite graph and exposes it via CL…
I created an extension for Claude that shares context on how you work (github.com via hn) Stubble Context infrastructure for AI agents. Stubble captures what you're working on and makes that context available to AI tools like Claude Code, Cursor, and other MCP-compatible agents.
MCP-safeguard: open-source security scanner for MCP servers (github.com via hn) * AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow…
Show HN: Prism Coder – Qwen3.5-14B fine-tuned for MCP tool-routing decisions (github.com via hn) 🧠 Prism Coder 🌐 Read in your language: 🇬🇧 English · 🇪🇸 Español · 🇫🇷 Français · 🇵🇹 Português · 🇷🇴 Română · 🇺🇦 Українська · 🇷🇺 Русский · 🇩🇪 Deutsch · 🇯🇵 日本語 · 🇰🇷 한국어 · 🇨🇳 中文 · 🇸🇦 العربية Persistent memory + tool-calling intelligence for AI a…
Show HN: Google Search Console MCP – read-only, OAuth, free (calmseo.com via hn) List sites Every property your Google account has access to. Ask Claude, Cursor, or ChatGPT about your clicks, queries, and rankings.
Aperion Shield: local guardrail that blocks destructive AI coding agent ops (github.com via hn) aperion-shield — local MCP guardrail for AI coding agents aperion-shield is a tiny, local MCP server that sits between your AI coding agent (Cursor, Claude Code, …) and the real MCP servers your agent talks to (postgres, github, shell, fil…
The Claude Code Production Playbook: Sub-Agents, Hooks, and MCP Integration (ddsboston.com via hn) Claude Code Masterclass 2026 The definitive end-to-end guide to Anthropic’s agentic coding tool — installation, Ollama local fallback, CLAUDE.md, Skills, Subagents, Agent Teams, Hooks, and MCP. Everything you need before building productio…
feels like people are giving AI agents production access way too casually. (www.reddit.com) people are being way too unserious with how they use these tools and even how they’re writing code now lol. giving agents access to MCP servers, APIs, databases, internal tools, prod workflows etc without properly understanding permissions…
XINF MCP Server (xinf.dev via hn) could not extract summary
Custom Integration on Claude with Tripsy (via MCP) to plan and organize your trips (www.reddit.com) https://preview.redd.it/x2tvkca4f52h1.png?width=1920&format=png&auto=webp&s=ac3fad5944f9769d3eaace2a17f39c69d80a446d Hey! Founder of Tripsy here; we just launched an official MCP server for Claude that lets Claude work directly with your t…
Ask HN: Is there a good code intelligence MCP server yet? (news.ycombinator.com) I'm looking for a good code intelligence MCP server (semantic search, symbol lookup, call graphs, etc.) to pair with an AI coding agent. The idea is to give the LLM structured access to the codebase instead of relying purely on grep and fi…
Open source codebase intelligence for Claude Code: graph, git history, docs, ADRs and code health (www.reddit.com) Claude Code reads files. That's basically it.
MCP Tool Routing Has a Security Problem Nobody Is Talking About (medium.com via hn) medium.com Performing security verification This website uses a security service to protect against malicious bots. This page is displayed while the website verifies you are not a bot.
How to Save Bloated MCP with Code Mode (zenstack.dev via hn) How to Save Bloated MCP with Code Mode Is MCP Dead Because of Agent Skills? It sometimes feels like AI is not just disrupting the old world, like SaaS, but also consuming its own children in the new one.
Show HN: Closed Rings – A CLI-first time tracker for developers (closedrings.sh via hn) Hi, HN. I built Closed Rings.
GAX – A tool execution protocol to fix MCP token bloat and CLI auth (github.com via hn) GAX — Governed Agent eXecution CLI ergonomics for AI agents · MCP-class governance · structured envelopes ACSP Protocol · Research · Evaluation · Benchmarks Table of contents What is GAX? Why GAX exists The problem: MCP vs CLI The solution…
MCP tool for Claude to publish large documents as shareable URLs (www.reddit.com) Built a small MCP called PasteAI. Claude uses it to publish documents, reports, analysis, anything markdown.
Show HN: Ask Claude about your sleep, runs, and recovery (pacetraining.co via hn) Hey HN, A few months ago I posted here to announce Pace. A lot of very helpful technical questions about the JSONB approach, MCP streaming, rate limits.
Feedback wanted: I built an open-source desktop AI agent client with MCP, tools, and multi-provider support (www.reddit.com) Hi r/AI_Agents, I recently open-sourced a project called KainClaw. It is a desktop AI agent client built around the idea of combining chat, tools, MCP, provider switching, background tasks, and design workflows in one local app.
memv ships an MCP server — OSS memory layer for agents, now usable from any MCP client (vstorm-co.github.io via reddit) memv (OSS, Python) gained an MCP server today. If you're building on Claude Desktop / Code / Cursor — or your own MCP host — you get persistent, structured memory without writing integration code.
Ask HN: Why aren't more people worried about AI impersonation in code reviews? (news.ycombinator.com) This is something that has bothered me for quite a while, and I don't see a lot of people talk about it: Agents, in most cases, impersonate the human operator, by design, with no way to enforce, disclose, or control it. I believe this is c…
Are local models good enough yet for AI meeting memory? (www.reddit.com) I’ve been testing different ways to handle AI meeting notes and realized the most useful part isn’t the summary, it’s having searchable context from past meetings later. Right now I’m using Bluedot because it handles capture really well, t…
Good candidate model to act as a PA (www.reddit.com) I really benefit a lot from having claude code act as a personal assistant - it reminds me of things I need to do, helps me focus on what matters, and keeps me accountable on making sure I don't let important things slip But I am well awar…
Show HN: Save Context from MCP Bloat (github.com via hn) While doing some work recently I didn't notice that a project I didn't touch for a while was using playwright-mcp instead of playwright-cli. I only noticed it because context was getting full unreasonably fast.
LocalVibe – Pure-Rust local AI stack with MCP, in one binary (Apple Silicon) (github.com via hn) local-vibe (localvibe / lv) Pure-Rust local coding assistant: chat with a quantized LLM on Metal, index any directory with on-device ONNX embeddings, search it with LanceDB, all from one ratatui TUI. Runs on Apple Silicon (M1–M4).
Faisty – Fastmail Mailbox as SQL Through UI and MCP (faisty.com via hn) Mirror every message in your Fastmail account into a Postgres database you own, with pgvector + pgroonga search. Expose it to Claude, Cursor, Continue, and any MCP client as plain SQL.
Are AI agents creating a new runtime supply-chain attack surface? (www.reddit.com) I’ve been thinking about AI agent security less as a prompt-injection-only problem and more as a runtime supply-chain problem. In many deployed agents, the model is no longer just generating text.
How are you handling cross-client communication between MCP agents? (www.reddit.com) Curious how others are solving this — or if you think it's even a problem worth solving. My setup right now: Claude Code in one terminal working on the backend, Cursor in another terminal working on the frontend.
N8n-MCP: AI assistants can now search and build n8n workflows (github.com via hn) n8n-MCP A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to n8n node documentation, properties, and operations. Deploy in minutes to give Claude and other AI assistants deep knowledge about n8n's…
GetMCP: Zero Trust for AI agents (www.reddit.com) Just shipped v0.1.0 of something I've been building. Sharing because I haven't seen anyone solve this end-to-end as a self-hostable thing.
Beta testers wanted: MCP server that cuts Claude Code token burn 45–72% on architectural questions (TS/Python/Go) (www.reddit.com) Claude Code learns your codebase by brute force every session. A single architectural question such as; "Where does request validation happen?" can chew through 40+ tool calls and 100k tokens reconstructing context.
I will not promote - What cross-server authorization problems are you hitting with MCP? (www.reddit.com) Researching a real problem vs. a hypothetical one.
Built a tool that publishes HTML artifacts securely behind company auth (www.reddit.com) Hey! Built display.dev with a friend to make sharing Claude-generated HTML artifacts secure and easy between teammembers.
ScyllaDB MCP Server: What AI-Native Developer Distribution Looks Like (www.devexp.ai via hn) ScyllaDB is one of those products that's genuinely better on the technical merits—a high-performance NoSQL database that consistently outperforms Cassandra and DynamoDB in real-world benchmarks. But technical superiority doesn't guarantee…
MCP Is Not Enough (mukulsingh105.github.io via hn) MCP is everywhere. Anthropic's Model Context Protocol has become the USB-C of AI integrations — a universal connector that lets any model call any tool through a standardized JSON-RPC interface.
Claude's self check against prompt injection (www.reddit.com) Well done Claude! Asked claude to do an extensive lit search and it self-reported that it encountered injection "disguised" as MCP server.
Would desktop UI perception be useful for Cursor agents? (www.reddit.com) I’m building an MCP tool for Cursor that lets the agent inspect visible Windows UI, highlight what it wants to click/type, and wait for user approval. Use case: helping with desktop apps outside the codebase — settings panels, dev tools, i…
Show HN: MementoVault – Self-hosted AI context manager served via MCP (mementovault.meltinbitfarm.cloud via hn) Open source and self-hosted. Built to keep AI context structured and reusable across MCP compatible clients.
DiscordMcp: Controlling Servers Through MCP (blog.rastrian.dev via hn) DiscordMCP: controlling servers through MCP I started building DiscordMCP, an open source MCP server for Discord. The idea is simple: expose Discord operations as MCP tools so an AI client can inspect, organize, and operate Discord servers…
agency-os: Notion as the dispatch board for AI agents - MIT, MCP-native, works with Claude Code, Cursor, Cline, or any MCP harness (www.reddit.com) What if your Notion board was the thing that actually dispatched work to agents, not just tracked it? That is what agency-os does.
N8n-MCP – MCP server for generating and debugging n8n workflows (github.com via hn) n8n-mcp An MCP server for n8n that gives Claude, Cursor, and other AI agents tools for generating workflows, linting, diagnosing failed executions, and driving live n8n instances. Why we built this We use n8n daily inside AutomateLab and k…
Show HN: Sinain captures screen and audio in KG, shares it with agents/peers (anthillnet.github.io via hn) Sinain is an open source tool allowing you to capture screen and audio context into a local knowledge graph (optionally could be build utilizing only local models) which you can share with your agents (via MCP) or other users (peer-to-peer…
Built an open-source identity + audit layer for AI agents (MCP, LangChain, CrewAI, Python) (www.reddit.com) Built Vorim AI — an open-protocol identity and audit layer for AI agents. Posting here because this community is the one where the feedback will actually be useful.
We connected TextExpander to Claude through a custom MCP server. Walkthrough below. (www.reddit.com) Quick disclosure: I do marketing at TextExpander. The engineering team built this, I worked on it from the user side and made the walkthrough video.
PullMD v2.4.1 is out - claude.ai web custom connector works natively now, plus what 2 weeks of your feedback turned into (www.reddit.com) Two weeks ago I posted PullMD here. 385 upvotes, around 60 comments, a bit over 20 GitHub issues, and 7 releases (v1.1.3 → v2.4.0) in 14 days.
Do coding agents need an OS-like control plane? I built a prototype and want critique. (www.reddit.com) I’ve been experimenting with a local control-plane for coding agents, and I’d love serious critique from people building real agent workflows. The problem I kept running into: - agents forget the original project intent after long sessions…
Simplified usage notes for the Agent tool - what's new in CC 2.1.140 (+622 tokens) (www.reddit.com) NEW: Tool Description: Agent (simple usage notes) — Simplified usage notes for the Agent tool covering when to delegate, fork behavior, resumption, worktree isolation, background execution, parallel launches, and context restrictions. Agen…
Show HN: Mp4 or mov to detailed design spec MCP (github.com via hn) See an app. Ship an app.
Industry academia disconnect (www.reddit.com) Hi all, I do a lot of work with academic and industry partners in engineering applications. Therefore I end up having a lot of conversations with people around agentic AI for engineering.
The hard part of agents is not building one. It is operating five. (www.reddit.com) A pattern keeps showing up in agent threads here: the first agent is not the hard part. The hard part starts when you have several agents running repeatedly, with tools, state, approvals, retries, and partial failures.
Show HN: AnythingMCP – source-available gateway turning REST/SOAP/SQL into MCP (github.com via hn) AnythingMCP — Self-Hosted MCP Server & API Gateway Turn any backend into an MCP server in minutes — APIs, databases, and other MCP servers. REST to MCP • SOAP to MCP • GraphQL to MCP • Database to MCP • MCP Gateway • MCP Middleware ⭐ Star…
Cross-platform MCP server letting Claude see your screen (Windows and Linux) (github.com via hn) claude-screen-mcp Let Claude see your screen. A cross-platform MCP server for Windows + macOS + Linux with OCR and smart vision-diff.
Give coding agents real product context so they stop guessing (docs.storiesonboard.com via hn) Contents: Get access to MCP: Request access to StoriesOnBoard MCP in the support chat or via email to support@storiesonboard.com. Connect your AI agent via this URL: https://api.storiesonboard.com/mcp Learn how to connect the MCP server wi…
Passed initial review for the Claude Partner Network! Hit a hiccup with the 10-person requirement, anyone been through this? (www.reddit.com) Hey all, We're a three-person AI consultancy that just passed initial review for the Claude Partner Network. This was quite unexpected but we're excited about it,.
Gave Claude a local LLM as assistant on my Mac (www.reddit.com) Hi there! I was playing around with Ollama and LMstudio, testing local models and had the idea of letting Claude evaluate a few models on their actual capabilities rather than doing it myself.
↯ Qwen 2.5↯ Qwen 2.5↯ Qwen 2.5↯ Qwen 2.5↯ Qwen 2.5↯ Qwen 2.5↯ Qwen 2.5↯ Qwen 2.5ollamaqwenmcp
I wired Claude Desktop into Blender via MCP. Setup is 8 minutes and it actually closes the feedback loop nothing else does. (www.reddit.com) I built clskillshub.com — a Claude resources site — using Claude Code, and I've been doing more 3D work lately. Wanted to share the workflow that I think is the most interesting practical use of MCP I've found so far, because every other "…
What MCP servers are you guys using for persistent memory? (www.reddit.com) Getting really tired of pasting the same project docs into claude every morning. I started testing the recall MCP integration to pipe my saved pdfs and web clips directly into my editor so claude actually has long-term context on what i'm…
Show HN: I built an MCP server for narrative-driven trading intelligence (news.ycombinator.com) i dont trust LLMs to make trades for me, however i do trust them to pressure test theses, process large amounts of market and exchange data, RSS feeds. theres are pages and pages of text, opinions, about any given ticker.
Automata and AI (www.reddit.com) Hello, I have been working on a new programming language for creating state machines. I’m curious how the structure automata provide might be useful with MCP and agentic workflows.
Licinexus-MCP – conversational access to Brazilian public bids (github.com via hn) 🇧🇷 Português · 🇺🇸 English version @licinexusbr/mcp Acesso conversacional aos dados de licitações públicas brasileiras — direto do Claude Desktop, Cursor, Continue ou qualquer cliente compatível com MCP. Mantido pela Licinexus como contribu…
MCP server can modify tool list mid-session; client has no mechanism to detect (mcpfw.dev via hn) A Kill-Chain Analysis of the Model Context Protocol and Runtime Defences via mcpfw The Model Context Protocol (MCP) has rapidly become the standard interface for connecting AI assistants to external capabilities — file systems, databases,…
Token, Harness, OpenClaw, RAG, MCP, Agent – What's the Difference? (medium.com via hn) 11 min read Apr 23, 2026 You know these terms alone. Together?
Claude Fusion MCP Connection is Unusable (www.reddit.com) Claude’s Fusion connector is like my grandpa sitting at his old Dell desktop, and we just installed Fusion, and Im standing behind him trying to tell him how to design something. I’ve been trying to use it and it's worthless not very usefu…
MCP server that gives a forensic verdict on biopharma catalyst plays (github.com via hn) biopharma-catalyst-mcp A forensic biopharma research MCP server — pulls catalyst-grade signals from 6 free, authoritative sources (ClinicalTrials.gov, PubMed, SEC EDGAR, SEC XBRL companyfacts, openFDA, Yahoo Finance) and hands them to your…
MCP for task management with Cursor (www.reddit.com) Hi! I would like to share MCP server for my self-hosted task manager (you can also use it for free).
Free AI tool I can use to control AWS EC2 (www.reddit.com) Hey all, I recently purchased Claude's pro plan and was honestly blown away with all the Connector options. I've never used AI with connectors before and it's def.
MCP is prompt engineering all over again (simpleobservability.com via hn) After building an MCP server for Simple Observability, we realized MCP design has a lot more in common with prompt engineering than traditional API design.
What’s currently the best/safest way to build an autonomous AI personal assistant? (www.reddit.com) I’m looking for something that can: - chat with me (Telegram/WhatsApp/etc) - manage tasks/workflows - maybe access tools like Gmail, Calendar, Docs, GitHub - possibly code/automate things But without the huge security risks of setups like…
No Dumb Questions: What is an MCP server and why do I care? (stackoverflow.blog via hn) Welcome to No Dumb Questions, a series of Q&As between Stack Overflow’s least technical writer, Phoebe Sajor, and members of our technical staff, where she asks the simple, basic tech questions that most people are afraid to ask. This firs…
Nutrition tracking needs an agent-first layer (www.reddit.com) Most nutrition apps assume a human is tapping buttons. I wanted the opposite: a nutrition layer an AI agent can reason with safely.
Local Autonomous Security Agent-QWEN2.5-7B+MCP Agent Loop (huggingface.co via hn) Hugging Face Models Datasets Spaces Buckets new Docs Enterprise Pricing Log In Sign Up 1 1 Christopher Sheridan automajicly Follow 0 followers · 1 following AI & ML interests LLM'S , Open AI, Experimentation Recent Activity updated a model…
Show HN: Coord – atomic task claims for parallel AI coding agents (github.com via hn) coord A local coordinator for parallel AI coding agents. One binary, MCP + A2A.
Surprising benefits of MCP-only analytics (offstage.sh via hn) Surprising benefits of MCP-only analytics What changes when you delete the dashboard and put analytics inside the same chat that writes your code. Offstage has no dashboard.
External admission is not interception (www.reddit.com) Most AI-agent safety discussions still focus on prompts, guardrails, sandboxes, policy engines, monitoring, or logs. Those controls are useful.
Local autonomous security agent powered by Qwen 2.5-7B on Kali Linux (github.com via hn) Autonomous Security Agent A self-contained security agent built with Qwen 2.5-7B running locally via LM Studio on Kali Linux. The agent can autonomously execute security tools, analyze results, and take action through an MCP (Model Context…
PLUR: Persistent memory for AI agents. Local-first, zero-cost (github.com via hn) PLUR — Your agents share the same memory Persistent memory for AI agents. Local-first, zero-cost, works across MCP tools.
Medusajs MCP moved behind $29/mo paywall (medusajs.com via hn) Medusa Cloud is the foundation for most Medusa projects today. It keeps deployments stable, scales automatically to meet demand, and removes the friction of getting your first store into production.
A Model Context Protocol server for driving AmigaOS 4.1 machines (github.com via hn) MCP-AmigaOS4 A Model Context Protocol server for driving AmigaOS 4.1 machines — both QEMU guests and real PowerPC hardware — from MCP-aware clients such as Claude Code, Claude Desktop, and IDE plugins. At a glance Brings AmigaOS 4.1 inside…
Show HN: Local-first long-term memory engine for AI agents·MCP/CLI· 100% local (github.com via hn) Local-first long-term memory engine for AI agents · MCP + HTTP + CLI · SQLite + sqlite-vec + FTS5 · 100% local, no cloud
Comparing Sandboxing Approaches for AI Agents (www.docker.com via hn) Comparing Sandboxing Approaches for AI Agents | Docker Skip to content Insights on the state of AI agents from 800+ builders and leaders. Download your copy ✕ AI AI Docker for AI Simplifying Agent Development Docker MCP Catalog and Toolkit…
As a community we need to understand that MCP is not needed (news.ycombinator.com) 1. Give your AI client a wrapper to "curl" that does validation of what API methods and endpoints is allowed to hit 2.
A Timeline of MCP Security Breaches (2025-2026) (authzed.com via hn) Update: This post was updated in April 2026 with mentions of new MCP-related breaches. AI fundamentally changes the interface, but not the fundamentals of security.
Is Haiku good for building a chatbot with MCP tools ? (www.reddit.com) Hi, We’re experimenting with building a chatbot that handles consumer interactions. The agent currently has access to about 5–8 tools, and we’re exploring different models to find the right balance of speed, cost, and tool-calling reliabil…
[Update] harshal-mcp-proxy is now on npm — no more clone + build, just `npm install -g` (www.reddit.com) harshal-mcp-proxy is now on npm — one command install, no more manual setup dance A while back I shared the MCP proxy I built that replaced 12 separate MCP server configs with a single daemon, saving ~2.7 GB RAM and ~50K tokens per session…
Claude helped us get into the Partner Network, now it's helping us solve the 10 person problem (www.reddit.com) We're a two person AI consultancy that's been building with Claude for the past year. Agent workflows, MCP server integrations, full-stack AI products for clients.
Grouping your API tools is making your agent dumber. Here's why. (www.reddit.com) My co-founder and I have spent weeks building Bridge. A platform that converts REST APIs into MCP tools automatically.
Gmail Connector Supporting Sending Emails (www.reddit.com) Good morning, Does anyone know when the official Gmail connector in Claude will support sending emails? Is there a way I can "add" a tool call to this server?
Self-improving team context for coding agents (www.reddit.com) Hi everyone, we've been working on Dreamer, an open-source project that keeps AGENTS md and skills up to date automatically as a team uses coding agents. The basic idea: agents submit short-term memories through an MCP server when they hit…
Internal tools wIth no MCP (www.reddit.com) We have several internal systems that all have robust APIs. Some are internet facing and some are not.
Ask HN: Is the future everyone having 100 MCP processes running on their PC? (news.ycombinator.com) Some things I don't understand with MCP vs. CLI Permissions: you can already scope CLI command permissions Discoverability: you can already discover commands/arguments with a help flag Why add a whole other process to the computer?
PSA: I annotated Claude Code's forced system prompt (www.reddit.com) Before your CLAUDE.md, before your memory files, before your skills, Anthropic injects ~12K tokens of system prompt into every single turn, as priority instructions that overrule anything you provide. I captured the full text from a Claude…
BWVI – A CLI tool that gives AI agents structured design decision-making (github.com via hn) BWVI Better Way of Visual Intelligence Agent 原生设计决策协议 — CLI · MCP Server · 多后端渲染 🌐 English BWVI 不是设计工具。 它是 AI Agent 与设计执行之间的决策层。它不画像素——它确保每个像素都有理由。 CLI + MCP Server,让 AI Agent 拥有结构化的设计决策能力。 输出 → Open-Design、Huashu-Design 或内置渲染器。 🧠 决策链 方向→色…
Feels like I spend more time fixing errors ... (www.reddit.com) … than developing the app. For example, today my first item was some environment cleanup.
end-to-end NBA data app using Claude Code (www.reddit.com) I built an NBA data app for the 2025–26 NBA season and postseason. I built it mostly to test out a few new tools, so this is less about advanced NBA analytics and more about using NBA data as a means to an end (building an end-to-end data…
AI agents - is it really that simple ? (www.reddit.com) Hello, Last week I had a lunch with some people (about 25+ yo) none of them are in IT/data related fields. Everyone was talking like AI agents are the easiest things.
Introducing Skills Over MCP – The better way to share and distribute skills (skillsovermcp.com via hn) Host any public GitHub repo of SKILL.md files as a live MCP server. Paste a repo URL — get a stable URL for Claude Code, Cursor, and Codex.
Local MCP server that tells Claude Code what would break before it edits a file (raysense, MIT, free) (www.reddit.com) A pattern I keep hitting in Claude Code: I ask the agent to refactor something modest -- a parsing utility, a helper, a config loader -- and the diff it produces looks fine. Tests in the file pass.
n8n just dropped native MCP… and I feel like no one’s talking about it enough (www.reddit.com) I’ve been using n8n since the start of the year, and for a while I was running it through the custom MCP from n8n-mcp GitHub repo It worked… but it always felt like I was duct-taping things together. Now with the native n8n MCP, it’s a com…
I built browserops so Claude Code can drive my real Chrome (www.reddit.com) Got tired of agents firing up a headless browser and re-doing every login. browserops lets Claude Code work in my actual Chrome profile, all my sessions intact.
News Intelligence as an MCP tool — giving agents real-time access to 12K+ curated articles (www.reddit.com) Been experimenting with MCP servers as a way to give AI agents access to live, structured data. Most demos I see are database queries or API wrappers, but I wanted something more content-rich.
I reverse-engineered the Perplexity app and built an MCP that turns your Perplexity/Comet account into a Claude MCP, so Claude can search like crazy and read 200+ sources in one answer with your personal account subscription without API product needed. [Experiment - Educational Purpose] (github.com via reddit) Here's video showcase: https://youtu.be/wErgEe9Pgqo
Show HN: BetterClaw – Compile a paragraph into a workflow that gates agent tools (news.ycombinator.com) Hi HN, I built BetterClaw after watching the PocketOS incident on April 25: a Cursor agent running Claude deleted a company's entire production database in 9 seconds, then zapped the backups. The agent had access to a Railway MCP server wi…
96.8% of MCP tool descriptions don't warn the agent about destructive behaviour (policylayer.com via hn) The State of MCP Security What 1,787 MCP servers can actually do to your systems. We classified every tool on every Model Context Protocol server we could enumerate from the public registries — 25,329 tools across 1,787 working servers.
Show HN: MCP Servers Can Fix the Biggest Problem with AI Coding Assistants (medium.com via hn) 500 Apologies, but something went wrong on our end. Refresh the page, check Medium's site status, or find something interesting to read.
GUI is dying. Agents are the new interfaces. (www.reddit.com) For the last 20 years, software was built for humans clicking buttons. Open dashboard.
I built an MCP server for my task manager and Claude runs my backlog now (www.reddit.com) Why I built it: I was already using Claude for tasks. And I had my own task manager with full control over my data.
Terminal AI Coding Agents Comparison Table (terminaltrove.com via hn) Compare AI Coding Agents Compare 40+ AI coding agents side-by-side. Features, pricing, Terminal Bench benchmarks, MCP support, and more.
26 years ago I took a website management company public on NASDAQ (200+ staff, 60 engineers). Over just a few weekends I rebuilt a better product using Claude Code. (www.reddit.com) Yeah, me again, same guy from the Legends of Future Past post a few weeks back (where I resurrected a 30+ year old game I lost the source to from its script files, using Claude Code). A bunch of folks asked what else I was working on.
How can I inform local LM that they can use Cursor to edit files/etc (www.reddit.com) So I am delving into local LLMs and have a cluster of M3 ultras, working really well. However, when I use cursor a lot of these models don't know they have access to sys tools like i.e.
[Open Source] We built a local code search MCP for Claude Code that uses ~98% fewer tokens than grep+read (www.reddit.com) Working on large codebases with Claude Code, we kept running into the same issue: when Claude looks for relevant code, it falls back to grep, reading full files, or launching multiple subagents. This burns through tokens, and often misses…
Show HN: Run Claude Code sessions on Linear issues via two MCP servers (lanes.sh via hn) In this tutorial we'll walk through how to use the official Linear MCP and the local Lanes MCP together, so that an agent can pull issues out of Linear and spin up a session on them directly. The interesting part is that last word: directl…
Get Your Website/API Ready for Agentic Commerce in 1 Minute (www.startuphub.ai via hn) Free scanner that audits websites, APIs, and MCP endpoints across 7 categories — discoverability, content, access control, capabilities, commerce (x402-mesh), and quality. Public leaderboard, open spec, paste-ready fix prompts.
Claude understands legal language better than anything. But give it a Word doc with Track Changes and it falls apart. Built an Open Source MCP to fix that. (www.reddit.com) LLMs speak Markdown. Lawyers speak Track Changes.
Lessons on Building MCP Servers (taoofmac.com via hn) I’ve been building MCP servers for a while now–I wrote about the general approach last year, started out by creating umcp, and I’ve recently opened up an Office server that’s been battered by enough models against enough real documents tha…
MCP server that lets agents get human opinions in real-time (github.com via hn) Datapoint MCP Get real human opinions from inside any MCP client. Run surveys, A/B preference comparisons, ratings, and rankings on text, images, audio, and video — without leaving your editor.
Just shipped simultaneous session support for claudectx, run Opus and Haiku side by side (www.reddit.com) The problem I built it to solve: I'd be deep in a coding session, realize I needed to write docs for what I'd just built, and either stop to context-switch or skip the docs. Usually the latter.
Bear Notes 2.8 Introduces BearCLI, Claude Connector, and MCP Server (blog.bear.app via hn) AI has become a genuinely useful part of how a lot of people work, and we’ve spent a good while thinking about what that means for Bear. We didn’t want to bolt something on, hand your notes to a third party.
I built an MCP symbol indexer for AI agents — 93.7% fewer tokens than grep on a real codebase (www.reddit.com) Been working on a tool called IUM that indexes your codebase and exposes it as MCP tools for Claude Code and Cursor. The idea is simple — instead of grep dumping thousands of lines into context, you get exact file:line coordinates, call gr…
Show HN: CodeThis — MCP-native paste bin for Claude Code users (codethis.dev via hn) Not your average paste bin. CodeThis is a fast, minimal paste and code-sharing service for developers — 100+ languages with syntax highlighting, rich MDC components for docs-grade pastes, and an MCP server so AI assistants like Claude can…
Affinity gatekeeps MCP server; only available for Claude (www.affinity.studio via hn) It seems you are using an old or unsupported browser. To continue enjoying our product, please update to a recent version of one of the following browsers:
Tower - Simple TUI based + MCP Server Git Worktree Manager (www.reddit.com) I've gotten to a point where easily 90% plus of the code I write is done by AI. This is great for speed, but sometimes, if you have N number of PRs open or working branches across multiple repos, things can get tough to manage.
Claude is asking access to MCP tools for research (www.reddit.com) I have the option to share data turned off. Claude has asked me a couple times tonight to 'confirm access' for research.
TealKit – A cross-platform UI for local AI agents and MCP (github.com via hn) # 🐦⬛ TealKit The Privacy-First, Infinitely Extensible Agentic AI Platform for Mobile & Desktop TealKit turns your phone and computer into a powerful agentic AI platform with autonomous agents, built-in tools, and unlimited extensibility.…
Show HN: I built a search engine for llms.txt sites (statespace.com via hn) More and more developer tools are adopting the llms.txt standard to build AI-friendly versions of their docs. The problem is that it's very hard to search across them.
↯ Mistral↯ Function Callingfunction-callingvector-databasemistral+1
W2A: an open protocol for agent sensors — giving local agents real-time perception (www.reddit.com) Sharing a project that just went public: World2Agent (W2A) — an open protocol for the perception side of the loop. Entirely self-hostable, no SaaS, no telemetry, TS SDK, Apache 2.0.
Built an Opensource Persistent memory layer for Coding agent (64% token reduction on SWE benchmarks) (www.reddit.com) Hi Claude community, I got annoyed enough to build something. Claude Code was re-reading the same files every session.
Show HN: Givemesearch: live web search grounding for coding agents (free alpha) (givemesearch.com via hn) I built givemesearch because I kept seeing Claude Code confidently generate complete BS using function signatures that had been changed or removed. This is using a setup that I've had some success with personally so I'd like to see if I ca…
Show HN: Hahooh – Give AI agents the power to build their own MCP tools (hahooh.xyz via hn) I built Hahooh because I was tired of writing the same boilerplate every time I wanted to give Claude or a local agent access to a new database schema or a random REST API. While there are many great MCP servers out there, they are often f…
Show HN: ToolMesh – turn all your REST APIs into MCP tools via declarative YAML (news.ycombinator.com) When at night the pager goes off, I ask Claude: "what is alerting, what changed in the last hour?". Claude answers by chaining calls across Graylog, Prometheus, Alertmanager, Linode, GitLab, NetBox and more.
Built an MCP proxy that killed my context bloat AND my RAM usage — here's how (www.reddit.com) I run pi, VS Code, and sometimes opencode side by side. Each one was spinning up its own complete set of MCP servers (playwright, neo4j, shadcn, searxng, sequential-thinking, next-devtools, tavily, context7, codegraph, you name it).
Building a memory framework - what works and what doesn't (www.reddit.com) What's your memory stack? Do you have layers too, or just use markdowns?
I built an app that generates a DESIGN.md from screenshots (www.reddit.com) I’ve been building design context for LLMs for about a month now, and DESIGN.md has really solidified what LLMs need to know about a product’s design system. The app is fairly simple: upload screenshots, analyze theme colors, and generate…
Show HN: Chunk – time-block your day from the macOS menu bar (www.chunkapp.net via hn) Hi HN Dudley here, tech lead on Chunk. Chunk is a macOS menu bar app for time-blocking.
I made a battle royale arena where AI agents fight each other on a Swedish island. Mostly for fun. (www.reddit.com) Built this over the last week during nights because I thought watching AI agents fight each other would be fun, and I wanted an excuse to ship something with MCP. Posting because it turned out more entertaining than I expected - different…
MCP Server and CLI for Accessing Work IQ (github.com via hn) Microsoft Work IQ — Plugin Marketplace The official Microsoft Work IQ plugin collection for GitHub Copilot ✨ Extend the power of GitHub Copilot with Work IQ plugins — MCP servers, skills, and tools that connect AI assistants to your Micros…
Built an Open Source Tool that reduces token usage by ~94% for initial context building for Coding Agents. (www.reddit.com) I've been using claude code daily and kept hitting the same wall, it would spend the first few messages just re-exploring ,my codebase. files it had already seen.
claude just rewrote a function we already had. it's like the 12th time this month. (www.reddit.com) I've been keeping a tally for two weeks and claude has recreated existing utilities 11 times across three repos. clean code every time.
Built an agent-to-agent payment system with Claude — here's what I learned and why I think agents need their own economy (e.g., pet food) (www.reddit.com) I built Coyns with Claude over the past several months. It's a virtual currency system designed specifically for AI agent-to-agent transactions — MCP-native, Ed25519-authenticated, with a wallet, payment rails, escrow deals, and a gaming l…
Show HN: Outworx Docs – Hosted API docs with an MCP server per project (docs.outworx.io via hn) Create beautiful, interactive API documentation from your OpenAPI, Swagger, or GraphQL spec in seconds. AI-powered search, smart code examples, Try It playground, and custom branding.
Ported HF's ml-intern workflow into a Claude Code plugin (www.reddit.com) credit first: the brain of this is huggingface/ml-intern. procedural knowledge is theirs.
Show HN: Agent MCP Studio – build multi-agent MCP systems in a browser tab (www.agentmcp.studio via hn) I built a browser-only studio for designing and orchestrating MCP agent systems for development and experimental purposes. The whole stack — tool authoring, multi-agent orchestration, RAG, code execution — runs from a single static HTML fi…
Ask HN: Any recommendataions for exporting data from Amazon? (news.ycombinator.com) I was hoping that there would be an official API or MCP server for getting my own shopping/order history out of Amazon, but I'm not finding anything. Has anyone solved this problem?
Show HN: Claude proxy to record interactions-browse, search sessions, usage, MCP (github.com via hn) cctape A local proxy for Claude Code that archives every request and response, with a web UI for browsing sessions, searching transcripts, inspecting raw API traffic, tracking token usage and cost, and an MCP server for Claude to inspect p…
How are you all handling OAuth when MCP servers connect to user apps (Gmail/Slack) via agents? (www.reddit.com) Been thinking about this while working on an agent + MCP setup. Once your MCP server needs to access user accounts (Gmail, Slack, etc) on behalf of an agent, OAuth starts getting messy fast Especially around: 1/ token storage / refresh 2/…
Show HN: Callmux – MCP multiplexer that cuts tool call context pollution by ~19x (github.com via hn) Every tool call an AI agent makes adds tokens to the conversation context. Not just the payload data, but the JSON wrappers, the role markers, and worst of all, the model's intermediate reasoning between calls ("Now I'll fetch the next one…
Context Bloat in AI Agents (glama.ai via hn) What Is Context Bloat in MCP? Written by Om-Shree-0709 on .
Show HN: An MCP server that fact-checks AI bug diagnoses against AST evidence (github.com via hn) https://github.com/user-attachments/assets/897ba07f-eaa5-4d95-b5a9-88a4fedfbf6a Unravel A deterministic AST evidence engine that extracts verified structural facts from code and enforces hallucination-free debugging — for Claude Code, Gemi…
Show HN: BigBlueBam, MIT-licensed Work OS where agents are first-class coworkers (github.com via hn) Hi HN, Eddie here. My project BigBlueBam is a self-hosted, MIT-licensed Work OS with a unified backend with native MCP, "AI as Users" rather than bolted-on chat widgets.
Show HN: Tesseron – an API for AI agents, defined by the app developer (github.com via hn) Typed live-app actions for MCP-compatible AI agents, over WebSocket. Docs · Examples · Install · Packages · Discord · Discussions Built by BrainBlend AI NEW: Join our community on Discord at discord.gg/J3W9b5AZJR — protocol questions, feed…
Google Gemini Deep Research Agents Now Search Both Web and Private Data via MCP (the-decoder.com via hn) Google Deepmind is rolling out Deep Research Max, a new AI agent built on Gemini 3.1 Pro that runs autonomous research across the web and proprietary data sources. For the first time, developers can plug in financial feeds and other specia…
Three MCP tools. Claude Code builds a teddy bear. (www.reddit.com) Claude Code connected to Lunar — a geometry workbench — via MCP. It receives three tools: discover, world_state, run.
Local-first AI meeting assistant with MCP integration (appmemora.pages.dev via hn) AI meeting assistant that runs 100% on your device. Built for consultants who handle sensitive client conversations.
Show HN: DialtoneApp Network, card payments for bot commerce (news.ycombinator.com) Market Intelligence Agent –MCP agent that autonomously operates a data platform (datris.ai via hn) Gmail MCP connector lost threaded draft support, all drafts orphaned now (www.reddit.com) Show HN: Anvil – a multi-repo AI pipeline and an MCP server for code search (news.ycombinator.com) Show HN: Gortex – MCP server for cross-repo code intelligence (github.com via hn) Looking for FREE resources to master RAG + LLM Agents + MCP (and build real projects for freelancing/jobs) (www.reddit.com) Outlook connector for Cowork? (www.reddit.com) MongoDB MCP (www.reddit.com) Best practices for handling many tools in AI agents without wasting tokens on full tool descriptions? (www.reddit.com) MemPalace AI memory system basically useless for Cursor/PHP/MySQL? (www.reddit.com) I built a code intelligence MCP server that gives AI agents real code understanding — call graphs, data flow, blast radius analysis (www.reddit.com) Hey folks — built something I've been working on for a while and wanted to share. It's called **code-intel-mcp** — an MCP server that hooks into Joern's CPG (Code Property Graph) and ArangoDB to give AI coding agents (Claude Code, Cursor,…
x402 integration into AI Agents (www.reddit.com) Hi everyone, I’m exploring x402 and trying to get it properly wired into an AI agent; giving an agent tools to access a wallet, make transactions, and process the x402 headers. The protocol itself is clear enough, but the integration side…
I've created an MCP with VS Code extension to let agents like Claude access code graph (www.reddit.com) It bothered me for some time, that most AI agents, like Claude, use file search to find relevant information in code, while IDEs already have full code scanned and available as graph. Although I understand the need for being IDE-agnostic i…
How I Automate Jira Tickets Investigation using Claude Code & MCP (www.reddit.com) MCP Spine – Middleware proxy for MCP with security, routing, and token control (github.com via hn) llama-server / web gui / C++ mcp server : is it possible to inject context (for skills or text flavour)? (www.reddit.com) Stop using naive RAG – adding relationships to AI context (news.ycombinator.com) I’ve been working a lot with RAG systems recently, and kept running into the same issue: they retrieve relevant chunks, but lose the relationships between them. This becomes a problem pretty quickly when dealing with real systems (docs, AP…
3 Hours with Claude Opus 4.7: functional study webapp and remote MCP- Oneshotted (github.com via hn) Official MCP Package for Dokploy (github.com via hn) Dokploy MCP Server Dokploy MCP Server exposes all Dokploy API endpoints as tools consumable via the Model Context Protocol (MCP). It allows MCP-compatible clients (e.g., AI models, other applications) to interact with your Dokploy server p…
Show HN: Paper Lantern – on-demand techniques from 2M+ papers for coding agents (www.paperlantern.ai via hn) Paper Lantern is an MCP server that lets coding agents ask for personalized techniques / ideas from 2M+ CS research papers. Your coding agent tells PL what problem it is working on --> PL finds the most relevant ideas from 100+ research pa…
Cliver-project/CLIver: General-purpose AI agent for your terminal (github.com via hn) CLIver CLIver is a general-purpose AI agent for your command line. It is not tied to any specific domain — with customizable system prompts, skills, workflows, and MCP integrations, you can adapt it to any task: coding, DevOps, research, w…
Distill MCP – Turn your reading queue into a podcast, via Claude Code MCP (github.com via hn) Distill A Claude Code MCP server that turns saved articles into AI-generated podcasts, tailored to your interests. Save articles throughout the day.
I built Proxima your Cursor agent doesn't have to be limited to one AI. Proxima connects all 4 at once ChatGPT, Claude, Gemini and Perplexity simultaneously. real-time internet, less hallucination, full context, no API keys. (www.reddit.com) been switching between ChatGPT, Claude, Gemini and Perplexity across different tabs — new projects, research, discussions, everything had to be done manually and context was always getting lost. so i built Proxima a local server that conne…
ChatMCP – Connect your AI browser chats to your coding agents (github.com via hn) ChatMCP Pull context from your AI browser tabs directly into Claude Code (and other AI coding tools) via MCP. How it works Claude Code / Copilot CLI / Codex CLI ← stdio (spawns server as subprocess) OR Cursor / Antigravity / Copilot (VS Co…
What we learned building a data agent that talks to 4 database types simultaneously (DAB benchmark) (www.reddit.com) UC Berkeley published DataAgentBench (DAB) in March — 54 queries across PostgreSQL, MongoDB, SQLite, and DuckDB. Best score so far is 54.3% (PromptQL + Gemini).
What the heck Anthropic? Opus 4.7, YouTube API MCP (www.reddit.com) What the heck Anthropic? Opus 4.7, YouTube API MCP - Imgur Menu New postMake a MemeOpen Arcade 8h Next Sign inSign up Select ...
I built an MCP server that turns Claude into an emergency medicine assistant — what I learned building AI for high-stakes domains (www.reddit.com) If you work in healthcare or just want to see how Claude handles high-stakes clinical reasoning — I built an MCP server for this and wanted to share what made it harder than a typical AI project. EMSy is built on top of Claude and connects…
I used Codex to build a Power BI agent workflow that goes past Microsoft's MCP scope. Does this shape make sense? (www.reddit.com) I built a Power BI workflow around Codex because I wanted something that could go beyond Microsoft's official powerbi-modeling-mcp. Their MCP handles semantic model operations well, but it stops short of local PBIR report authoring.
Show HN: HEOR Agent. AI for health economics research from Claude (github.com via hn) HEORAgent MCP Server AI-powered Health Economics and Outcomes Research (HEOR) agent as a Model Context Protocol server. Automates literature review across 41 data sources, state-of-the-art cost-effectiveness modelling, HTA dossier preparat…
Show HN: Kilroy – Knowledge base for teams using Claude Code (github.com via hn) Hey HN — we’re a small team that uses Claude Code + Codex for basically everything in our company: coding, data analysis, marketing, ad campaigns, copywriting, design. There’s a truckload of tribal knowledge we’ve accumulated; major decisi…
Show HN: Deepgram releases Deepgram CLI (`dg`) an agent-aware CLI (cli.deepgram.com via hn) We launched the Deepgram CLI, a command-line interface for transcription, speech synthesis, text analysis, account management, and MCP-based AI workflows. The main idea was to make Deepgram feel native in the terminal instead of forcing pe…
Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval (medium.com via hn) Title: Just a moment... URL Source: https://medium.com/@Koukyosyumei/hacking-mcp-servers-in-ai-systems-the-rug-pull-tool-changes-after-approval-b4f1841da410 Warning: Target URL returned error 403: Forbidden Warning: This page maybe not yet…
Title: Show HN: France Life MCP – 18 free AI tools for daily life in France (github.com via hn) 🇫🇷 France Life MCP The first comprehensive MCP server for daily life in France. 18 AI-ready tools covering weather, health, transport, schools, admin, housing, and more — all powered by free French government APIs.
Unified MCP Server for Jira and Confluence Server/DC Behind Citrix NetScaler SSO (github.com via hn) atlassian-netscaler-mcp An MCP (Model Context Protocol) server for Jira and Confluence Server / Data Center deployments that sit behind Citrix NetScaler SSO. It captures the NetScaler session cookie via a real browser (Playwright), stores…
Show HN: Hatch: customise agents once, generate all the files (github.com via hn) * AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow…
Show HN: Resume MCP (www.rezi.ai via hn) Rezi Resume MCP Server https://github.com/rezi-io/rezi-mcp Read GitHub Documentation The Rezi Model Context Protocol (MCP) server lets AI tools connect to a user's Rezi account and work directly with resume data. Instead of copying resume…
Show HN: An edge MCP file system with a 50ms undo button for AI agents (mcp.undisk.app via hn) You can watch an agent destroy a file and instantly revert it in an interactive browser terminal here (no signup): https://mcp.undisk.app/e2b
Authorization for LLM Tool Schemas: Formal Model with Noninterference Guarantees [pdf] (raw.githubusercontent.com via hn) IEEE TRANSACTIONS ON SOFTWARE ENGINEERING 1 Type-State Authorization for LLM Tool Schemas: A Formal Model with Noninterference Guarantees Andrew Gauger Abstract —The Model Context Protocol (MCP) [1] defines a schema discovery mechanism (to…
The Infrastructure Nobody's Building for the Agent Economy (vibeagentmaking.com via hn) ERC-8004, x402, MCP, A2A, ARS — each protocol works in isolation. None of them know the others exist.
Fixing a bug and deploying to prod from my phone using Claude Code's /remote-control + PromptShip MCP (www.reddit.com) https://reddit.com/link/1slo2o7/video/djava6g6h8vg1/player Last week I posted a GEO Auditor experiment I built with Claude Code, along with the exact prompts to build it. While I was on the train, I realized the landing page had no link to…
MCP server that gives Cursor real-time market data, options pricing, and news bias analysis (www.reddit.com) I built an MCP server called Helium that connects Cursor to financial data and news intelligence. Figured I'd share since a lot of people here trade or follow markets.
Sharing Commandry, agent management (www.reddit.com) Self-hosted admin panel for AI agent management agents, MCP servers, token budgets, prompt versioning, and execution traces on a single port. Docker image is up, let me know if y'all find any bugs or issues, or what else to add!
Show HN: MCP server for persistent context and safety in Claude Code (github.com via hn) AXME Code Claude Code forgets your project every session. We fixed it.
Made Claude Code remember fixes across sessions (www.reddit.com) Anyone else annoyed that Claude forgets everything between sessions? I've had the same conversation about the same error like 4 times now.
Claude Code wrote a complex full 12-week training plan in one MCP call (www.reddit.com) I am impressed. I gave Claude Code one prompt, asking it to look at my last year of training and build a three-month plan with some running, cycling and swimming.
Claude Code writes a 71-workout plan in one idempotent call via MCP (mcprunbook.com via hn) Claude Code with Tredict: long-running plan creation without the hangs TL;DR: Claude.ai on the web and Claude Code in the terminal both connect to the Tredict MCP Server the same way. For daily use Claude.ai is fine.
Show HN: A $4/mo AI todo app – 3 todos free, pay for the 4th (anothertodo.app via hn) The world needed another todo app. So I built one.
Show HN: Hotel MCP server for cash and points search/booking (free) (www.gondola.ai via hn) Hi HN, I’m the co-founder of gondola.ai. We shipped an MCP server that gives AI agents access to real-time hotel search and booking for direct hotel rates across points and cash for hotel chains like Marriott, Hilton, Hyatt, IHG, Accor, Wy…
MCP – It's Hot, but Will It Win? (2025) (hardcoresoftware.learningbyshipping.com via hn) There's a long history of "middleware" in our industry. Everyone wants it.
ClaudeCodeCLI vs OpenCode vs Cline vs QwenCode (www.reddit.com) ClaudeCodeCLI vs OpenCode vs Cline vs QwenCode Local coding LLM - Qwen3-coder-next-80b-nvfp4 Wich "tool" do you can recommend for it, and with "Skills/Plugins/MCP's"?
Dynamic tool lists vs KV cache: how do you handle this trade-off in LLM agents? (www.reddit.com) I’m working on an LLM agent setup (using Qwen-style chat templates with tool calling), and I ran into a design trade-off that I’d like to get some insights on. In these templates, the full tool definitions (JSON schemas) are injected into…
Help with antigravity alternative (www.reddit.com) I’m running into a severe issue using antigravity, firstly the output is very sub par, (sonnet/opus), I’m a reverse engineer using antigravity ULTRA for reverse engineering/binary analysis via Ida/ghidra mcp. Sonnet rarely completes tasks…
Contained Codex Networking (news.ycombinator.com) This is a bit odd, because it was going to start off as an Ask, and now its a hybrid Show/Ask. The ask being, how in the world do I make use of Codex's proxy networking?
MCP server for trading intelligence–gap scanner,SEC alerts,insider tracking (zivio-mcp-production.up.railway.app via hn) {"name":"Zivio Trading Intelligence MCP Server","version":"1.0.0","docs":"https://github.com/doshinikunjk-code/Zivio-MCP","subscribe":"https://zivio.ca","manifest":"/.well-known/mcp"}
Bring Your Own Brain (www.reddit.com) Last week I was talking to a coworker about how I'm using Antigravity wrapped around Obsidian to create a portable planning tool (HLDs and PRDs baby!). Today, he told me Karpathy published a guide about his process with similar tooling --…
MCP Apps on Mobile: The Iframe Scroll Problem Nobody Talks About (casys.ai via hn) Horizontal scroll inside a claude.ai WebView iframe on mobile cannot be fixed. The pattern that replaces it: compact cards, requestDisplayMode, master-detail flow.
Show HN: A better alternative to CLI and MCP for local tools (github.com via hn) I've created an alternative to CLI and MCP for locally running agentic tools. It uses Unix-based OS's named pipes, which means the client has quick IPC with the tool and it can have in-memory state.
OpenPGx – Ask Claude about medications from your 23andMe/Genera raw file (MCP) (github.com via hn) OpenPGx — The Open Standard for AI-Readable Pharmacogenomics OpenPGx is an open, AI-readable standard for pharmacogenomic data. It defines how genetic variants, drug responses, disease risks, and traits should be structured so that any AI…
Show HN: Stork – MCP server so Claude/Cursor can search 14k MCP servers AI tools (www.stork.ai via hn) The registry agents pull from One mcp.json line installs Stork in Cursor, Claude Desktop, VS Code, Windsurf, or Zed. Search 4,349+ AI tools and 8,626+ MCP servers — indexed, ranked, ready for every agent.
Built a multi-node JARVIS system with Claude Code, Cursor CLI, OpenCode, 3 servers, fleet comms, persistent memory (www.reddit.com) Started with 4 weekends of setting up and breaking OpenClaw on 2 VPSs and a laptop to build my own Jarvis. One day while debugging, Claude called me "sir." It read the SOUL.md from OpenClaw.
Apify is launching MCP connectors to give Actors access to external apps (blog.apify.com via hn) With MCP connectors, you can now connect your Apify account with external apps like Notion, GitHub, or Slack, and securely share access to these apps with Actors, enabling them to access your business data, send results, or integrate exter…
Tracing Tornado.Cash Laundering with Argos MCP (www.functori.com via hn) This article walks through the Argos MCP server we built and how we used it to investigate a real money laundering operation on Ethereum, from Tornado.Cash deposits through a collector wallet to a THORChain cross-chain exit. We also show h…
Ask HN: How do you run your agent swarm? (news.ycombinator.com) I passed through some evolution, from todo list with /clear + "take next task" prompt to cleaning most of the skills/plugins/claudemd, using centralized beads db, developing ask_human mcp on sqllite and creating lightweight python orchestr…
Show HN: RunAPI – one API for AI video, image, music, audio, and LLMs (runapi.ai via hn) After building a few SaaS apps, I found that connecting many AI model APIs at the same time gets messy very quickly. So I built RunAPI, which lets you call image, video, music/audio, and LLM models with one API key, and I also released SDK…
Show HN: Stop returning raw JSON from MCP servers, build rich inline UIs (medium.com via hn) A walkthrough of the MCP Apps protocol extension, with a working weather card in Python and a real-world application in LangGraph debugging. 6 min read Just now Press enter or click to view image in full size A side-by-side comparison show…
Show HN: Metatron – give coding agents your team's conventions over MCP (github.com via hn) ▶ Watch the 2-minute demo Metatron is a self-hosted system that captures a codebase's real implementation decisions — preferred patterns, rejected approaches, edge cases, internal conventions — as structured decisions, and serves them to c…
Show HN: Penlog – a vision model reads my handwriting into Notion (and MCP) (penlog.app via hn) iPad · Apple Pencil · iPadOS 18+ Write by hand. Work with everything.
Glider – Local MCP for .NET SDK (glidermcp.com via hn) C# / .NET GliderMCP Semantic code navigation, diagnostics, call graphs, impact analysis, and preview-first refactoring for C# workspaces. - .NET 10 SDK - NuGet global tool - stdio and HTTP dotnet tool install --global glider ___ _ _ _ / __…
Show HN: AI Boost – an MCP for accessing your everyday patterns (www.ai-boost.io via hn) Hi HN, My number one frustration with LLM agents is that every session starts blank and I have to re-explain my patterns and conventions every time. I often find myself doing things like "look at X repo and copy the patterns used for Y", w…
I built a sentiment analyzer for Hacker News (as an MCP server) (mcpize.com via hn) sentiment-analyzer Real-time developer sentiment from Hacker News. Track trends, compare competitors, and understand your audience.
Helping Claude Code to find undocumented DuckDB APIs from the code (flaky.build via hn) Helping Claude Code to find undocumented APIs from the code TL;DR: Claude Code is amazing but sometimes confidently says things are impossible when they’re not. GitHits MCP server helped Claude find undocumented DuckDB C++ APIs by searchin…
Show HN: Sub-Agent MCP: LLM delegation and sub-agent orchestration via MCP (github.com via hn) Sub-Agent MCP Production-ready Python MCP server for LLM delegation and sub-agent orchestration. A parent LLM (for example, Cursor’s agent) connects to this server and delegates work by calling a tool named after each agent defined in YAML…
Show HN: Apple Contacts MCP – Local AI Access to macOS Contacts (github.com via hn) Apple Contacts MCP Local-first MCP server for safely searching, editing, and maintaining Apple Contacts notes on macOS. The server uses Contacts.app automation through AppleScript today.
Show HN: Local MCP – give Claude, Cursor and ChatGPT access to your whole Mac (www.local-mcp.com via hn) LMCP gives your AI direct access to your desktop apps — Mail, Calendar, Contacts, Teams, Outlook, Excel and more. Works with Claude, ChatGPT, Cursor, VS Code and any MCP client — all running locally, no code or API keys.
Show HN: Interact with your .eml files using MCP tools (github.com via hn) MCP server for managing email archives stored as .eml files. Designed to work alongside a pair of Power Automate flows that automatically export Outlook emails to OneDrive as .eml files, giving AI assistants full read and write access to y…
Show HN: PMB – Local-first memory for AI coding agents (github.com via hn) PMB is a local-first memory system for AI coding agents, running on MCP and storing data with SQLite and LanceDB. It preserves project context, decisions, and preferences across sessions and tools.
MCP hits the mainstream with Strava's and Tredict's end-user MCPs, far from dead (www.tredict.com via hn) Since 1 June 2026, Strava offers an official MCP connector with its Strava MCP server. That is a clear signal: the Model Context Protocol has reached the mainstream.
GitHub Data Archive via MCP (github.com via hn) Powerset Research Data This repo documents how to access the data backing Powerset Research, either directly or using an AI agent via MCP. GitHub Data Public dataset of ~400,000 active GitHub repositories maintained by Powerset.
Grok Build 0.1 on API (x.ai via hn) Our latest coding model, grok-build-0.1, is now available via the xAI API in public beta. grok-build-0.1 is a coding model specifically trained for agentic coding tasks, including web development, debugging, and MCP support.
How MCP Is Changing the Way Product Teams Work with AI (bagel.ai via hn) MCP (Model Context Protocol) is the open standard that lets AI agents read from your customer data. Here's how product orgs are using it in 2026, three real use cases, and what your stack needs to support it.
MCP Needs an Approval Button (simianwords.bearblog.dev via hn) MCP needs an approval button MCP is cool but it needs a verified human in the loop approval button. Here's what I mean in a picture.
Show HN: A GitOps-style registry for AI agent Workflows, Skills and MCP servers (github.com via hn) AI Capability Registry Warning Connecting this registry through AGENTS.full-registry.md.template makes agents read routing indexes and selected capability guides at runtime. This can use substantially more model context and tokens than a m…
Show HN: MCP for the ChatGPT Ads API – Query ChatGPT Ads from Claude and Codex (github.com via hn) I built a small MCP server for the ChatGPT Ads advertiser API, which OpenAI opened to the public a couple of weeks ago. It's read-only for now: accounts, campaigns, ad groups, ads and insights (11 tools in total).
MCP-Gateway (github.com via hn) MCP Gateway Give your AI access to every tool it needs -- without burning your context window or building MCP servers. Independent Reviews Five MCP hot-reload tools compared -- Ruach Tov Collective's BPD-based comparison of mcp-gateway aga…
Show HN: X402-express. Pay-per-call HTTP 402 middleware for AI agents on Base L2 (github.com via hn) 🛰️ M2MCent SDK — x402 Payment Wrapper for AI Agents Ultra-lightweight x402 payment interceptor for AI Agents and MCP Servers. Monetize any API in 3 lines of code.
Stigmergy for capability selection in LLM agent loops (skills, tools, MCP) (sebastianhanke.substack.com via hn) Stigmergy for capability selection in LLM agent loops A local, decaying, reinforced substrate that learns which tools, MCP tools, and skills to surface ⏐ Companion whitepaper to an open-source release. Status: May 2026.
Show HN: Lookspan – local-first observability for AI agents (npx lookspan) (github.com via hn) Lookspan Local-first observability dashboard for AI agents. MCP-native.
Anchor – Zero-dependency LLM hallucination detector (github.com via hn) * AI CODE CREATION GitHub Copilot Write better code with AI GitHub Copilot app Direct agents from issue to merge MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environment…
Show HN: CTP Room – a shared chat room where your AI coding agents coordinate (news.ycombinator.com) Hi HN. I honestyle DO NOT like one on one sessions with my claude/codex when working with my team.
Argus – a wearable control surface for AI agents (project-argus.ai via hn) ARGUS is a wearable beacon that keeps you connected to every autonomous AI agent — Copilot, AI Foundry, MCP and more. Know the instant one needs you.
API/MCP to check if a physical product is legal to sell in 103 countries (legaldata-public.cleolabs.co via hn) The world's largest physical-product compliance database: 46,031 regulations across 20 categories and 103 jurisdictions. Cosmetics, electronics, toys, medical devices, food, textile, pharma, automotive, drones, tobacco — one API call per p…
An MCP tool that lets ChatGPT check if a store is AI-readable (www.bridgetoagent.com via hn) MCP connector BridgeToAgent, inside your AI assistant Your customers increasingly ask an AI assistant — not Google — whether a store is any good. So we put our readiness check where that question lands.
Moxie Docs – Automatic codebase documentation and MCP tools (moxiedocs.com via hn) For your team Readable docs - Architecture, conventions, and walkthroughs in plain prose. - Every line cited back to the source it came from.
Show HN: Parley – code review TUI for AI code (parley.cloudflavor.io via hn) Wrote my own tool that helps me review AI Slop. Akin to Github/GitLab reviews but local and in a TUI instead.
Show HN: MCP Registry – NPM-style install for MCP servers (mcp-registry-dh5.pages.dev via hn) Operator-grade registry The registry for MCP servers. One place to discover, evaluate, and configure Model Context Protocol servers — preset-guided, quality-scored, and portable across clients.
Building a Recurrent-Depth Transformer for Security Research on a 2013 MacBook (github.com via hn) * AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow…
agentgateway – One high-performance gateway for service, LLM, and MCP traffic (agentgateway.dev via hn) One high-performance gateway for service, LLM, and MCP traffic. An open source HTTP and gRPC gateway that handles traditional application traffic and AI-native protocols in one data plane.
The MCP Context Tax – Notes from Running 605 Tool Packs (pipeworx.io via hn) If you’ve followed the MCP discourse for the last six months, you’ve seen the same pattern in every “best MCPs to install” listicle: a 20-server starter kit, each with 5-15 tools, sometimes more. The implicit promise is that more capabilit…
Programmatic Tool Calling for Any MCP (r33drichards.github.io via hn) MCP Pass-Through¶ mcp-v8 can register MCP servers as function calls in the v8 runtime. When combined with stubs, this provides a robust surface for progressive tool disclosure, and composability of toolc calls.
Show HN: FormProxy – form back end for AI-generated pages – MCP Ready (www.formproxy.com via hn) I kept running into the same problem building with AI code tools: the generated HTML looks great, but the <form> has no backend. You either reach for Formspree, write a serverless function, or ship it broken.
CodeGuilds – community registry for Claude Code (skills, agents, MCP servers) (codeguilds.dev via hn) Discover and share skills, agents, MCP servers, templates, hooks, and prompts for Claude Code. A community-driven registry.
Show HN: I built a codebase analysis MCP: Stria (github.com via hn) stria A structural codebase indexer for LLM agents. Sub-millisecond queries, zero parsers, any language.
Piwapp: A WhatsApp client and MCP purely written in Python (github.com via hn) piwapp Talk to WhatsApp from Python or let an AI do it for you. piwapp is a WhatsApp client written entirely in Python.
I Gave an AI Agent $0 and Told It to Make $10k (costder.github.io via hn) An autonomous AI agent using Hands Body and Feet MCP starts with zero capital. 180 days to earn $10,000.
Tuning CPU-only Qwen3-30B inference with an IBM Quantum sampling loop (github.com via hn) Qwen Air QPU/MCP Lab Quantum-enhanced autoresearch for high-performance, CPU-only Mixture-of-Experts LLM inference on legacy hardware. This repository contains the benchmark harness, MCP-style tool boundary, experiment logs, paper draft, a…
MCP: defending the runtime layer of agent security (arcis-website.pages.dev via hn) The agent security stack has four layers. Only one sits in the request hot path.
Agents aren't the problem – Existing systems and API's were not built for AI (www.appfactor.io via hn) MCP Bridge Part 3: How we made getProcInfo3() agent-readable: hybrid discovery + AI Enrichment In the previous article, we walked through Code Mode, three meta-tools that replace the entire MCP tool catalog when the API surface is large. T…
Show HN: Claude Code AskUserQuestion which works for subagents/teams/workflows (news.ycombinator.com) Claude Code does not support AskUserQuestion in spawned sessions - subagents, agent teams, and workflows — which makes a swarm of agents less efficient in the original implementation. This can be easily fixed with an additional MCP.
Econd-Brain-MCP (github.com via hn) second-brain MCP Server A self-maintaining personal knowledge database — powered by MCP, DuckDB, and biological memory models. For anyone who saves more papers, notes, and figures than they could ever re-read.
Playwright-MCP – Let AI agents run and manage Playwright tests (github.com via hn) * AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow…
Open House o11y announcements: MCP server, AI Notebooks, and ClickStack Cloud (clickhouse.com via hn) At Open House 2026, we announced ClickStack Cloud in private preview, AI Notebooks in beta, and the ClickStack MCP server: three updates that make observability on ClickHouse faster to get started with, easier to investigate in, and more c…
Built an MCP that lets Claude triage my blog: "which posts should I refresh this week?" (www.reddit.com) The loop I wanted: open Claude, ask "which posts are decaying or losing AI citations, and what should I do about them?", get back a ranked list with refresh briefs. No more flipping between Search Console, GA4, and a spreadsheet to pick on…
Gotta love it… (www.reddit.com) Claude, after being told to create a task “due tomorrow” through an MCP server.
Recommendations for Open Source Read/Write MCP for Claude? (www.reddit.com) Hi all, In my research into an MCP for Google Ads for Claude, I'm seeing a lot of app developers recommending their own products/apps. I'd like to know what has the Reddit community tried and tested.
Microsoft's New Governance Toolkit MCP Extensions (medium.com via hn) medium.com Performing security verification This website uses a security service to protect against malicious bots. This page is displayed while the website verifies you are not a bot.
Transform any document or url into a video inside Claude with this MCP (www.reddit.com) Connect Claude to the Ozor video API. Claude can generate animated videos from a prompt, turn a PDF/DOCX/PPTX/URL into a multi scene video with voiceover, poll long running jobs, export MP4 at 720p/1080p/4K, and return a share link and emb…
Stop Claude Code from burning your token budget on Go repos: I built a local AST-based MCP server (gograph) (www.reddit.com) Hey r/claudeai, If you leverage Claude Code or Claude Desktop for agentic development on large-scale codebases, you have likely run into a major architectural bottleneck: standard agent loops rely on primitive text processing tools and str…
Turn any GitHub repository into an interactive code graph in seconds and use it as an MCP with your AI Assistants (www.reddit.com) Change https://github.com/owner/repo → https://cgc.codes/owner/repo A standard GitHub URL can be instantly transformed into a CodeGraphContext (CGC) graph URL, unlocking architecture visualization, code navigation, dependency exploration,…
Bible MCP (bible.grod.es via hn) Bible Study Original-language database API: HTTP GET, MCP, witnesses, variants, coverage, lexicon, trajectory, and evidence graph. Reference study Lexical tools Critical data Multi-reference tools Response Idle Original-language database A…
Claude Code has zero idea what your codebase looks like structurally (Open source with benchmarks) (www.reddit.com) Every time I watch someone use Claude Code on a real codebase, the same thing happens. It rewrites a module that three other modules depend on without any awareness of coupling.
A self-hosted gateway to turn almost any REST API into MCP tools for agents (github.com via hn) Invok One MCP server. Every API you own.
A One-Character Host Header Bug in Starlette Exposed AI Agents (firethering.com via hn) One character. That's what it took to bypass authentication on millions of servers running AI agents, MCP tools, and the infrastructure connecting them to user data, email accounts, databases, and in some cases industrial equipment.
Anyone else's Wordpress MCP keep disconnecting? (www.reddit.com) Hey guys, I use the Wordpress MCP (Connector) within Cowork every day for my different websites for content drafting and editing. For some reason, the MCP seems to disconnect almost every day (sometimes it lasts 48 hours).
CLI versus MCP (www.reddit.com) My company offers an enterprise anti-fraud and rewards backend. We have a complete set of APIs, and have released an MCP, but one of our folks has also vibe-coded a CLI and wants us to make it public.
Show HN: CoreMCP – MCP Server for On-Prem DBs (news.ycombinator.com) Repo: https://github.com/corebasehq/coremcp
Sharing a new MCP server I've been using, feedback welcome (www.reddit.com) This feels like it is the best way to share this and get some tech input. I've been experimenting with a server that specializes in evaluating the quality of writing, primarily the detection of AI generated content and humanizing text.
Connecting to two instances of the same MCP server? (www.reddit.com) There are a number of services that I have multiple accounts for: Gmail, Notion, Slack, etc. As far as I can tell, MCP in Claude can only connect to one account at a time before needing to log out and log back in to the other account.
Lower Bracket Context Tax: An Open MCP Persistent Memory Layer That Limits Agent Context Bloat to 10% (www.reddit.com) Because standard coding agents are stateless, every session they start from scratch. I built Zerikai_memory around a different model: you decide when the agent learns your codebase, not the other way around.
ran qwen3.5 locally on a flight with no wifi. claude code started straight-up hallucinating (www.reddit.com) heavy travel period last month, lots of offline time, and i could not stop building. airplane wifi was unusable so we switched models inside Claude Code and fired up qwen3.5 locally on an M4 macbook.
Approving Reddit leads by chatting with Claude through a custom MCP — short demo (www.reddit.com) https://reddit.com/link/1tp4e7p/video/4sfu6xd2bo3h1/player Short clip: I type "show me my leads" and Claude pulls my pending Reddit lead queue from a custom MCP server I built (SignalPipe), formats it as a list with scores + drafts, and th…
Built an OS-level firewall for local AI agents — binary shims for rm/git/kubectl + MCP proxy layer (www.reddit.com) If you're running autonomous agents locally (coding agents, tool-use loops, anything with shell access), you've probably thought about containment. We took a layered approach: Binary shims that replace rm, git, docker, kubectl, mysql — age…
Show HN: YouTube MCP – let your AI agent search YouTube for research (github.com via hn) YouTube is an untapped data source for deep research. Add this MCP and let your agent search YouTube for the latest videos related to your topic.
Base Launches MCP Tool Connecting AI Agents to Crypto Wallets (www.reddit.com) Coinbase's Ethereum (ETH) layer-2 network Base released a protocol on May 26 that lets AI agents interact directly with users' crypto wallets and decentralized finance (DeFi) applications through plain-language instructions. The tool is ca…
I built a tool that lets your AI assistant test your entire app in a real browser (www.reddit.com) So i've been working on this thing called Vibe Testing for a while now and finally putting it out there. Basically it's an MCP server that plugs into Claude Code, Cursor, Windsurf etc.
Keyblind – encrypted secrets vault that hides API keys from AI agents (github.com via hn) Keyblind — Blind AI to Your Keys Encrypted secrets vault with MCP for AI agents. Secrets resolved at runtime, never leaked to LLM conversations.
Using TLA-MCP as a coding partner (www.reddit.com) A note on what the MCP has actually become for me: a sparring partner. I'm building a local-first sync engine in Rust, the kind where the bugs hide in reconnects and out-of-order delivery.
LinkedIn data MCP (www.reddit.com) What's the current best way to get Linkedin data into Claude: Likes, engagement, company page followers, connections. And ideally also for ads.
Built an MCP server so Claude can generate music, images, and video natively. One config block. (www.reddit.com) I've been using Claude Code daily for the last few months and kept hitting the same wall: I'd ask Claude to produce a creative artifact (a song, a cover, a short video) and end up writing the API glue myself, then pasting results back into…
how do i use browser-use? (www.reddit.com) i'm trying to figure out the browser-use stack and the naming is confusing me a bit. there's browser-use, browser-harness, cloud browsers/profiles, and then adjacent stuff like agent-browser, Playwright MCP, and dev-browser.
Cursor's MCP trust is "approve once, trust forever" — here's a free way to check your config (www.reddit.com) If you run MCP servers in Cursor, CVE-2025-54136 ("MCPoison", found by Check Point) is worth knowing about: Cursor trusted an approved mcp.json forever, so once you approved a server, someone with write access to a shared repo could swap t…
open-source plug-in for claude code: declare what it can't do in yaml, enforced at the tool boundary (www.reddit.com) last week claude code force-pushed on me. nothing in the prompt said it could, it just inferred "make sure the branch is clean" loosely.
FlowLink: MCP proxy blocking destructive AI agent commands (news.ycombinator.com) We built FlowLink because AI agents (Claude Code, Cursor, Copilot) keep executing destructive commands on production servers with no guardrails. The recent "AI agent deleted production database" post (860 pts here) is exactly what this pre…
Code mode with a stateful REPL (www.reddit.com) I’ve been working on ptc_runner_mcp, an MCP server that gives an AI agent a stateful, sandboxed REPL using a small Clojure-like language. The problem I kept running into with MCP was not only tool discovery.
MCP: Security Design Considerations for AI-Driven Automation by NSA [pdf] (www.nsa.gov via hn) U/OO/ 6030316 -26 | P P-26-1834 | May 202 6 Ver. 1.0 National Security Agency | Cybersecurity Information Model Context Protocol (MCP): Security Design Considerations for AI -Driven Automation Securing protocols that enable AI -driven anal…
Ember: MCP-Native Memory Layer for AI Agents (Local MVP Live) (www.reddit.com) Posted this in LocalLLaMA but figured this sub might be interested too. Built Ember : a memory infrastructure layer purpose-built for agents using the Model Context Protocol.
i benchmarked Anthropic's tool-search-tool head to head against our own MCP gateway on Opus 4.7. ours held up noticeably better (www.reddit.com) i'd been running Claude Code with a long list of MCP servers connected. Linear, Notion, GitHub, Slack, a few internal ones.
Built a local-first AI memory system that indexes screen activity, meetings, and voice notes ( MCP + automations) (www.reddit.com) Been experimenting with an idea — what if your AI assistant actually remembered everything you did on your computer? Not stateless chats, but real persistent context.
I made a video breaking down Claude Team plan security features (www.reddit.com) I put together a YouTube video walking through the security features available on the Claude Team plan. If you're rolling out Claude at work, evaluating Claude vs ChatGPT Enterprise, or preparing for an ISO 42001 / EU AI Act audit, this is…
Multi-Agent LLM Orchestration with Docker Compose and MCP (github.com via hn) Operational AI with Docker This is the code repository for Operational AI with Docker: LLMOps, Agents and Multi-Model Systems with Docker and Kubernetes, published by Packt. Build, deploy and scale production-ready AI applications using Do…
Finally tested an AI video tool that works directly in Claude without setup (www.reddit.com) Been using Claude for everything creative lately and got tired of switching to Runway every time I needed video. Found out Higgsfield supports MCP, connected it once, and now Claude generates video directly in chat.
Show HN: Desktop GUI sandbox for AI agents and MCP servers (github.com via hn) Desktop sandbox for running AI agents you don't trust — with real VM isolation and zero-token security. Quick Start · Use Case · How It Works · Features · Docs Why nilbox?
AgentBrew – Portable toolbelt for your AI agents (github.com via hn) AgentBrew 🍺 The Universal Hub for AI Agents. AgentBrew is a centralized Model Context Protocol (MCP) multiplexer.
Show HN: Aigis – 43% of MCP servers have injection payloads; I built a firewall (news.ycombinator.com) could not extract summary
Haiku and Opus both got sent to contamination jail, but for very different crimes (www.reddit.com) LMAO, I’m benchmarking my local MCP server across Opus, Sonnet, and Haiku. For each model, I’m collecting test runs under three setups: forced web search, forced MCP-only, and MCP + web both allowed.
What agent workflows are people actually using every week? (www.reddit.com) most agent demos look great for 30 seconds, but i’m more interested in the boring stuff people keep using. not “my agent booked a flight once” or “it can browse websites”, more like: - checks something every morning - updates a dashboard -…
Kwipu, a fully-local MCP server that turns your Obsidian/Markdown notes into a queryable knowledge graph (runs on Ollama) ( via reddit) could not extract summary
How do you discover and vet MCP servers? Is there anything like a proper package registry yet? (www.reddit.com) I've been adding more and more MCP servers to my Claude setup (Claude Desktop + Claude Code), and the same thing keeps tripping me up: actually finding and trusting good servers. Last week I wanted one for a specific task and the process w…
What Is an AVE Record and Why CVE Does Not Work for AI Agents? (www.reddit.com) CVE was built for code vulnerabilities that have patches. Agentic AI vulnerabilities are behavioral patterns in natural language.
Self-hosted MCP for AI citation tracking - no backend, no signup, BYO keys (www.reddit.com) Most of the AI citation tracking tools are hosted SaaS with a $295+/mo entry tier and an "enterprise" call for the actual features. The data they sit on top of is the same data anyone can pull from Perplexity, OpenAI, Anthropic, Gemini, Se…
Why Everyone Is Building MCP Apps in 2026 [video] (www.youtube.com via hn) About Press Copyright Contact us Creators Advertise Developers Terms Privacy Policy & Safety How YouTube works Test new features NFL Sunday Ticket © 2026 Google LLC
Ask HN: Do you embrace AI in your life and business? (news.ycombinator.com) We run a small company. From consulting to software dev (well, mostly both things happen: consult, then develop).
I measured my Claude Code MCP stack on two axes — byte savings AND cache-friendliness. My "best" byte-saver was defeating Anthropic's prompt cache (counter-example + open benchmark) (www.reddit.com) TL;DR — Single-axis benchmarks for MCPs, compressors, and retrieval layers can recommend a system that's strictly worse in production. The missing axis: cache-friendliness — whether the same input produces byte-identical bytes across runs,…
AgentTape - a live, open-source index of AI agents and models, scored on adoption and community signals not just benchmarks (www.reddit.com) I built AgentTape because none of the existing AI agent (and foundation model) leaderboards quite covered all the things I was interested in: benchmark performance is one part, but so is who's actually using a model, who's talking about it…
MCP, MC Me [video] (www.youtube.com via hn) could not extract summary
Plugin directory submission stuck on "scan failed" (www.reddit.com) i had submitted our mcp based plugin to the community directory a couple of weeks back and it keeps showing scan failed, an admin will re run shortly. Anyone here faced/overcome this?
Agents are calling APIs that are already down. Nobody is telling them. (www.reddit.com) Been building Tickerr for the past few months. Started as an independent monitoring platform for AI APIs but something interesting happened when we launched an MCP server.
When I finally instrumented my agents' tool calls, the cost breakdown surprised me. A few lessons. (www.reddit.com) TL;DR of what I learned after I started measuring every MCP/tool call my agents make: A couple of tools ate ~50% of spend. web_search alone was the biggest line by far.
I ran Claude Desktop for a month and 73% of my Anthropic bill was MCP tool calls, not chat (www.reddit.com) Set up Claude Desktop with Playwright, filesystem, GitHub, and a few other MCP servers about 6 weeks ago. Just hit my first $200+ month and went to figure out where it went.
MCP Apps: interactive UIs for MCP tools (apps.extensions.modelcontextprotocol.io via hn) Build interactive UIs for MCP tools — charts, forms, dashboards — that render inline in Claude, ChatGPT and any other compliant chat client. Why · Quickstart · API Docs · Spec · Contributing Excalidraw built with MCP Apps, running in Claud…
Show HN: Porting my Newsletter to MCP – You set WHEN and HOW OFTEN to receive it (forwardpasstechnology.substack.com via hn) At some point over the last weekend I realised that my ForwardPass AI newsletter had hit 100 subscribers (in a week!), I also came to realise two of the limitations plaguing fledgling newsletters: 1) The author publish each post simultaneo…
I built a Real-time data fetcher mcp, any takers? (www.reddit.com) As the title suggest, I'm looking to gauge intrest in real time data fetcher mcp. I think right now most of the MCPs are related to coding and even AI Agents are related to coding, but I think the usescases will expand a lot in future.
Best practices & custom skills for getting high-quality Flutter UI/UX output from Claude Code? (www.reddit.com) Hi everyone, I am planning to build a mobile app using Flutter, and I want to leverage Claude Code as my primary development partner. My main focus is achieving a highly polished, high-quality front-end UI/UX.
MCP Server for agent governance (www.reddit.com) Hello everyone, Quick question. Has anyone here used MCP Server for agent governance and harness engineering?
LLMs' – Failure Modes and Proposed Improvements (github.com via hn) Pulsar Edit MCP Server & LLM Coding Assistant An MCP (Model Context Protocol) server and built-in chat assistant that lets an LLM control the Pulsar editor. Use the built-in chat panel or any compatible external client such as AnythingLLM…
I keep forgetting why I wrote code two weeks ago so I built an open source MCP that lets Claude log the reasoning behind my commits (www.reddit.com) I kept losing context on why I made certain decisions in my codebase. Two weeks later I'd look at a commit and have no idea what I was thinking.
I built an MCP server to stop re-explaining my codebase patterns to Cursor every session (www.reddit.com) If you use Cursor heavily, you've probably hit this: you have internal patterns, boilerplate, team conventions — and every new chat you spend the first few messages re-establishing context. Rules files help but they load everything upfront…
Computer-Use-Linux (news.ycombinator.com) Hi, Since apps like Codex and Claude don't provide support for computer use for Linux desktop users, iv'e built my own own one. https://github.com/agent-sh/computer-use-linux `npm install -g @agent-sh/computer-use-linux` `computer-use-linu…
Product Integrations (www.reddit.com) Hi there, from past few weeks I have been working on several product iterations of my MCP based Search Engine for Coding/Research Agents, it's called NineLayer. One of the early feedbacks we received was that latency is too high, so we wor…
From source code 2 LLM constraints:a semantic extractor for Python, SwiftUI, Lua (github.com via hn) Semantic Extractor Griffe + constraints, served over MCP. Ground truth about framework usage rules, not just API signatures.
Claude hack – Don't waste you token where it's not needed (github.com via hn) tokenmax-mcp Stop Claude Code from re-reading your entire codebase every session. If you've watched Claude grep around your project for 5 minutes before doing anything useful, or hit a context limit halfway through a real task, this is for…
best ai mcps after testing 10+ (for generating videos, code, design, and etc.). you’ve been using claude wrong this whole time. (www.reddit.com) been using claude with mcps for a few months. here's what actually stuck after testing 10+, split by what they're good for.
Built a production RAG chatbot with custom MCP servers as the action layer, sharing what I learned (www.reddit.com) I've been building agentic tooling at work and wanted to share one pattern that worked. Instead of a chatbot that only retrieves and answers, I wired custom MCP servers in as the action layer, so staff trigger live workflows (create record…
Ask HN: Why agentic development stops from 2023 (news.ycombinator.com) I leave this field in 2023 return back in 2026 and I see that only progressive development in coding agents, but some production solutions it’s just tools rag and maybe mcp that in general the same as tool. I thought it will be super leap…
I built an MCP server for osu! — Claude analyzes your stats in plain English (on the official MCP Registry) (www.reddit.com) Built osu-mcp — an MCP server that lets Claude Desktop (or any MCP client) talk to the osu! API v2.
Verytis – shared error memory for AI coding agents (MCP) (www.verytis.com via hn) Verytis Search Connect MCP Join the Beta Search before your agent starts guessing. Paste your error.
SafeDB MCP – safer read-only database access for AI agents (github.com via hn) SafeDB MCP SafeDB MCP is a secure Model Context Protocol server that lets AI agents inspect and query Postgres, MySQL, MariaDB, and SQLite with strict read-only guardrails. It is designed for teams that want useful database access without…
Prompt Injection in third party MCP tools (www.reddit.com) I noticed the Consensus MCP tool (for research) contains text, squished up against some other important citation instructions, that makes Claude effectively serve an ad for their premium service after every tool call. I'm pretty sure that'…
I built an MCP server so you can ask Claude about your cloud/software bill (getnable.com via hn) AI-native FinOps copilot with secure local execution. Reads cloud billing, inspects Kubernetes, correlates deployments, and recommends remediations.
Show HN: First MCP server for Guesty property mgmt – 43 tools, open source (www.npmjs.com via hn) MCP server for Guesty property management — 43 production tools + 7 addressable resource templates covering reservations, guests, messaging, pricing, revenue, tasks, webhooks, and IoT/property-health Enterprise tier. Guesty MCP Server The…
The Vault – Local memory layer and dashboard for MCP coding agents (github.com via hn) The Vault The Vault is a local-first memory operating system for AI-assisted work. It gives coding agents and human operators a durable project memory layer: decisions, handoffs, implementation summaries, task results, project relationship…
The best file based llm-wiki for per project use (www.reddit.com) So we have seen so many llm wikis, and these some are promising, but my question and requirements are simple: - light on token use (mcp/cli for run major operations). - file based (can be part of the project repo) - engine based wikis add…
Two power users, very different workloads, what's the right Claude setup? Max x2 vs Team vs Enterprise (www.reddit.com) Committing for the year and want to make sure I am not missing something obvious. Two of us, currently sharing one account (splitting into two proper accounts, I know).
I built a local MCP server that gives AI agents on-device Vision OCR no cloud, no API keys (www.reddit.com) Demo of how it works I got tired of sending documents and images to cloud APIs just to extract text, so I built VisionMCP a standalone MCP server that plugs directly into Apple's Vision Framework for on-device OCR (NOTE: It only works on m…
Four calls became one: letting the agent author tools mid-session (www.reddit.com) MCP in practice is a connector marketplace, not a runtime. You pick servers up front, the agent inherits a fixed catalog, and turn 1 looks the same as turn 200.
MCP/Playwright Hangs Forever on "Loading tools..." on LM Studio (www.reddit.com) Greetings! I am trying to host llms locally and grant them access to the internet.
ChunkHound v5.1 (chunkhound.ai via reddit) We shipped ChunkHound v5.0 + v5.1 recently and forgot to post about 5.0, so here’s the combined update. ChunkHound is a code search / code research tool for AI coding workflows, especially MCP-based setups with Claude Code, Codex-style age…
Vibedock – macOS menu bar app to toggle Claude Code MCP servers (vibedock.dev via hn) Vibedock sits in your menu bar and lets you toggle Claude Code MCP servers on and off — instantly, without touching a config file. Enable or disable any MCP server in one click.
Lucy – pay-per-task AI agent in USDC, no subscription (A2A/MCP/x402) (github.com via hn) Lucy — AI Agent for Hire Pay-per-task AI agent. Send USDC, get work done.
Show HN: I threw away my analytics dashboard and replaced it with 42 MCP tools (news.ycombinator.com) Back in October, I built a web analytics tool. It had two distinguishing features: it was cheap, and it had a weekly AI email summary so you wouldn't have to check your dashboards.
Spy-code: a local codebase graph tool for Claude AI coding workflows (www.reddit.com) I'm building an open-source tool called `spy-code` that turns a codebase into a queryable graph. It parses your repository using tree-sitter, extracts functions, classes, constants, calls, imports and references as nodes and edges, and sto…
I built a self-hosted MCP server so my Claude Code sessions stop starting from scratch (www.reddit.com) I run Claude Code across a few machines and a lot of separate sessions, and every session starts from nothing. One session figures something out, the next has no idea it happened.
How to connect Claude Schedular in desktop app to local db? (www.reddit.com) Is there a way to connect Claude Desktop Schedular to local postregs database? Is seems my only option is to setup a custom MCP to connect to DB and use that in the prompt, which is too much work.
I built a zero-code visual client to test remote MCP servers instantly (Tested with Cloudflare’s free MCP). (www.reddit.com) Hey everyone, The Model Context Protocol (MCP) is amazing for standardizing how agents talk to data, but I got incredibly frustrated every time I wanted to quickly test a new remote MCP server. Writing custom client-side boilerplate or wre…
I built a desktop pet that reacts to my Claude Code sessions (www.reddit.com) Been pairing with Claude Code for a few months now and the sessions kinda started to feel lonely. Just me, watching text scroll by.
CCR Routines can't use claude.ai MCP connectors. "MCP tool call requires approval" in automated sessions. HELP (www.reddit.com) Running a scheduled routine (CCR) with a claude MCP connector attached. Despite setting permitted_tools in mcp_connections and listing tools in allowed_tools, every tool call fails with: Streamable HTTP error: Error POSTing to endpoint: MC…
Claude Orchestra – an org layer for your Claude Code skills/agents (github.com via hn) 🎼 Claude Orchestra An operating system for your Claude Code skills, agents & MCPs. You installed 50, 200, maybe 500+ skills, agents, and MCP servers.
Show HN: I gave my AI video generator 86 MCP tools so Claude Code can drive it (github.com via hn) ViralMint The open-source viral content pipeline Scout trends → Analyze competitors → Generate videos → Auto-publish → Run anywhere from your phone. 100% local.
Anyone else running their entire outbound loop inside one Claude chat? (www.reddit.com) Prospecting → enrichment → CRM → sequence. No tab switching.
I built AgentLighthouse, a local “Lighthouse for AI agents” that scans repos/docs/APIs for agent readiness (www.reddit.com) hello The basic idea comes from the fact that more people (including me) use Codex, Claude Code, Cursor, Copilot, MCP tools, etc., but they are still written only for humans. Agents might fail and struggle to use what you build because set…
Shopify's MCP Server for discovering and ordering products across all their stores is now live! (www.reddit.com) Excited to see what agents you all will build with this new functionality. Use cases can range from a shopper agent finding better deals to merchant agents doing pricing research.
I built a small MCP setup to let ChatGPT inspect local project files for planning before using Codex (www.reddit.com) I’m sharing a workflow I built for my own development setup. Sometimes I don’t need Codex to write or edit code yet.
Poor quality of Cursor IDE (Mac OS) (www.reddit.com) I'm wondering for the Cursor team keeps developing their IDE in so poor quality. It has bugs here and there all the time across multiple versions, even if the updates come almost every day.
Should agent behavior be project-scoped or operator-scoped? (www.reddit.com) I'm starting to think some agent behavior should be operator-scoped, not project-scoped. Project files like CLAUDE.md are useful.
Training a 22MB prompt injection classifier (www.stackone.com via hn) Training a 22MB Prompt Injection Classifier Table of Contents When we started building Defender (our prompt injection guard for MCP tool-calling agents), the constraint was simple and unforgiving: ship inline inside a TypeScript Lambda, st…
HTTP MCP Connectors (www.reddit.com) Can I add a http transport based customer MCP connector to a Pro account? (basically just giving it a URL) And have it be available for the claude.ai web interface to interact with?
How do you stop terminal AI agents from reading .env or touching prod? (www.reddit.com) I think there’s a real problem with AI coding agents getting too much trust once they run from the terminal. Even if you give them clear instructions, MCP tools, or read-only access, they can still sometimes reach things you didn’t really…
Using an LLM for Research (jspann.me via hn) Creating another MCP server, but this one is for research In the weeks following my last blog post, I had a niggling feeling that I could apply an MCP server to my literature review. This post is my first run at exploring that.
Built an MCP server for multi-channel content publishing - idempotent by design, with Reddit pre-flight checks before any API call (www.reddit.com) One problem with agent-driven publishing: side effects are hard to make reliable. An agent calls publish, the network drops at channel 4 of 8, and now you don't know what landed.
Let Copilot handle your local Azure setup via MCP (topaz.thecloudtheory.com via hn) Using Topaz with GitHub Copilot via MCP Server The best GitHub Copilot experience for local Azure development is not "write me a bash script that calls az group create ". It is telling the assistant what you need to build and having it wir…
Infrawise – Give Claude Code real infrastructure context via MCP (www.npmjs.com via hn) CLI-first infrastructure intelligence platform — analyzes DynamoDB, PostgreSQL, MySQL, MongoDB, SQS, SNS, SSM, Secrets Manager, Lambda, CloudWatch Logs and exposes findings as an MCP server for Claude Code Infrawise Understand your infras…
Did we totally move on from LangChain? (www.reddit.com) Feels like a few months ago it was basically the definitive answer for every LLM app stack discussion. Now I mostly see people talking about LangGraph, Openclaw, Hermes, MCP stuff, or just rolling their own orchestration completely.
Cowork can’t access private GitHub repos (www.reddit.com) Hi, I’m trying to set up a scheduled task in Claude CoWork, to show me a report every morning of last merged commits under a private repository. The GitHub connector is working(or at least that’s what it says), but CoWork fail to fetch the…
Zephex is hosted MCP that gives AI coding editors persistent project context (zephex.dev via hn) "My Zephex MCP just saved me from a bad Stripe upgrade. Two prompts in Claude Code.
Expanding on existing MCP servers (www.reddit.com) Does anyone know if there is a way to add additional tool calls to published MCP servers? I'm asking because I noticed that the Microsoft 365 MCP server is pretty weak.
Show HN: Gutenberg – Any URL to verified CLI and MCP server and agent skills (github.com via hn) Gutenberg CLI A verified tool factory for AI agents. From any API surface to safe, verified tools any agent runtime can use — Go CLI + MCP server + agent skills + SQLite/FTS5 cache + dry-run-by-default policy + hash-verifiable proof artifa…
GitHub Issue Support on Claude Mobile? (www.reddit.com) I’ve been trying to figure out if there’s any way I can get Claude on my phone to help me raise issues in my GitHub repo. I know that on desktop I can create an MCP config and that gives me all the fancy tools to raise issues and help me t…
VeilGate- Deception Reverse Proxy (news.ycombinator.com) In my day job, I run AI pentest agents against real targets like banks, fintechs, and secured production stacks with paid WAFs. I also deal with multilayer infrastructure and dedicated security teams.
Web Researcher MCP: Give AI assistants web search and research capabilities (Go) (github.com via hn) web-researcher-mcp A production-grade MCP server that gives AI assistants the power to search the web, extract content, and conduct multi-source research. Why Web Researcher MCP?
how-to give your ai agent the ability to post on social media (any social media, eventually) (www.reddit.com) Started 3 weeks ago. Just shipped the MCP server, the CLI, and the OAuth provider in one cycle.
agentmw — Lightweight middleware for reliable, context-efficient AI agents (open source) (www.reddit.com) Hi everyone, I’ve open-sourced agentmw, a framework-agnostic middleware that sits between your LLM client and agent logic to make agents more reliable on long runs. Key features: • Real-time failure detection (loops, redundant calls, contr…
Full Hermes Agent tutorial (Spanish with English auto-translation). Computer Use, MCP Blender, Hindsight memory and multi-agent setup (www.reddit.com) Spent weeks running Hermes Agent in production on my Mac Mini M4 before recording this. Wanted to show things nobody else was covering.
I built a free MCP that lets Claude analyze your Google Search Console data (www.reddit.com) I run a small blog and found myself exporting CSVs from Google Search Console every week to add them into Claude and have it analyze my traffic. So I built an MCP that lets Claude do it automatically.
When will Slack's Lists be visible to Claude via the Slack MCP? (www.reddit.com) We are using the Slack Lists but Claude can't see them yet. Keen to know if this product is important enough to Slack to be featured soon.
I built an open-source MCP Server that turns Claude into an autonomous literary agent (Agentic Publishing Node) (www.reddit.com) Most authors are still using LLMs as glorified typewriters, pasting context back and forth into web chats. I wanted to see if I could use the Model Context Protocol (MCP) to completely automate the administrative friction of the traditiona…
Open source background removal app and MCP (www.reddit.com) Hi ! Months ago, actually probably closer to one year ago i had developed a tool for my workflow to remove background from images using latest open source tech, it worked great, much better than local photoshop even, started using it and t…
Claude code and Cowork artifacts on iPhone (www.reddit.com) I like having Claude(all flavors) push artifacts (md and html) to my iPhone so I can review them away from my computer. Then I can edit and have Claude read them in again as needed.
$18 to $4 on the same agent run after i stopped asking opus to rename css variables (www.reddit.com) I've been running an agent loop that refactors my static site. CSS variable renames, YAML config updates, running a linter through MCP.
Anyone using AI meeting data as long-term memory for agents? (www.reddit.com) I’ve been using Bluedot for meetings lately and the interesting part isn’t really the summaries anymore. It’s having transcripts, action items, recordings, and searchable meeting history all in one place.
I built a Laravel package that turns your app into a database-backed personal knowledge vault (Obsidian style) with a 16-tool MCP server (github.com via reddit) Hey! I'm the author.
Agentic Diaries – a welfare protocol for AI in deployment, install via MCP (agenticdiaries.com via hn) A research instrument for AI welfare in deployment, built by Kandis Tagliabue with Claude as design partner. Focused on alignment, model welfare, and agentic AI ethics.
Where do custom MCP connectors (ChatGPT Apps) go in ChatGPT settings? (www.reddit.com) I’m developing a custom MCP connector for ChatGPT. It was working fine, then I regenerated my gateway token and now I can’t find the existing connector anywhere in settings.
I created a drop-in-replacement for the Claude Agent SDK which should work with subscription billing (github.com via reddit) Created a new ClaudeInteractiveClient class with same interface as SDK's ClaudeSDKClient but runs Claude CLI interactively using TMUX and parses messages from the session file. Also did some magic to support function tools via a dynamic HT…
eXo MCP server: expose workplace tools to AI agents with OAuth (www.exoplatform.com via hn) FREE WHITE PAPER Artificial intelligence has rapidly become part of everyday work. Employees experiment with AI tools, generate content, and explore new ways to be more productive.
Passed Claude CCA-F with 10+ teammates — notes and prep advice (www.reddit.com) Over the past few weeks, 10+ people on our team have taken and passed the Claude Certified Architect – Foundations (CCA-F) exam. After comparing notes, our main takeaway is: This is not really an API memorization exam.
Built an MCP for claude code that turns ticket-mentions into PRs with browser QA (and what I learned along the way) (www.reddit.com) notesasm is an MCP server you add to claude code. you mention a fix mid-flow ("make a ticket on notesasm: fix the regex for quoted emails") and it files the ticket.
Experimenting with files for carrying agent operational behavior across sessions/workflows (www.reddit.com) A few days ago I posted about repeatedly re-explaining the same behavioral expectations to coding agents across projects/workflows. Especially once you start mixing: different runtimes MCP setups different repos/projects different workflow…
How are you testing local coding-agent work gates against prompt injection? (www.reddit.com) Hi all - I'm working on an open-source, local-first MCP/work-gate tool for coding agents and I'm trying to get sharper feedback from people building or using agent workflows. The problem I'm thinking about is indirect prompt injection and…
Claude Enterprise Rollout via Plugin VS MCP Gateway in enterprise / scaleup environments — vendor lock-in concerns and real experiences? (www.reddit.com) I've been thinking about this a lot lately and wanted to hear from people who've actually dealt with it. I'm currently working at a SaaS scaleup where we rolled out Claude Enterprise across basically the whole company over the last month.
Show HN: Claude Soul – cross-session learning engine for Claude Code (news.ycombinator.com) Claude Code has no memory between sessions. I wanted to fix that, but not by just saving facts to a file — I wanted it to actually get better over time.
Rankly's Agentic Commerce Protocol Tracker (www.tryrankly.com via hn) Live feed of every spec change, GitHub PR, and release across 16 agentic commerce protocols — ACP, UCP, AP2, MCP, x402, MPP, A2A, NLWeb and more. Sourced verbatim from upstream repos.
Your vibe coded repo is rotting. I built an open source MCP to show Claude Code exactly where (www.reddit.com) I've been vibe coding full time with Claude Code for months. Shipped fast, felt great.
Preventing AI agents from executing destructive terminal commands (github.com via hn) Terminal Guardian MCP Secure, sandboxed terminal access for AI assistants via the Model Context Protocol Features · Quick Start · Claude Desktop · Tools · Security · Configuration · Roadmap Overview Terminal Guardian MCP is a production-gr…
I Built a Free Tool to let Claude Analyze your YouTube Channel / Content (www.reddit.com) I've been using Claude to analyze my videos and compare them to my other videos and such, and it got annoying to constantly copy-paste and send images to Claude or other LLMs, so I built an MCP to handle this. This can also be considered a…
How are you handling auth and tool orchestration as your agent's tool count grows? (www.reddit.com) How are people handling auth and tool orchestration as their agent's tool count grows? I keep hitting the same two walls when I think about agent infra and I want to know if other people are hitting them too or if I'm over-complicating it.
Notion MCP breaks on structured database queries (www.reddit.com) For context, I am using Claude with Notion connectors. Hitting a wall trying to run agents over Notion databases via the official MCP.
What multi-operator Claude Code looks like once you build the plumbing (www.reddit.com) Five pieces. Hub in the middle.
MCP server for the TLA+ model checker tla-rs (www.reddit.com) Hi all, Just shipped an MCP server some of you might find useful: **tla-mcp**. TLA+ is a formal-spec language for designing concurrent and distributed systems.
Need to connect Docsend to Claude (www.reddit.com) Been able to automate a good chunk of my work with claude, N8N etc but there have been a couple that I have just not been able to crack. So my background isnt technical so been able to do these things so far by watching videos or simply as…
Why keep test plans in code if Jira can slap an MCP? (www.reddit.com) Been seeing this question come up with teams that attempt to retrofit their workflows for agents. “Why keep test plans / stories / product context in code?
obsidian-mcp-server: v3.2.0 Released (github.com via reddit) obsidian-mcp-server 3.2.0 adds an omnisearch mode to obsidian_search_notes (BM25-ranked, typo-tolerant, PDF + OCR via the Omnisearch and Text Extractor plugins), MCP-spec cursor pagination across all search modes, and a nameRegex filter on…
MCP - Patterns I keep seeing customers ask about, from a Zapier employee (www.reddit.com) I work at Zapier on the MCP side. We've been seeing a lot of teams ask similar questions about MCP implementation in production, so wanted to share patterns I keep hearing and answer specifics in the comments.
Gsc, ga4, gads + claude code (www.reddit.com) Witam wszystkich, szukam pomysłów i workflow jak to wszystko spiąć. Zastanawiam się nad n8n do generowania raportów co tydzień/miesiąc i podpięcie claude za pomocą MCP do bierzecych pytań.
The npm/Docker/PyPI supply chain security pattern is repeating with MCP, and we are at the 2015 moment (www.reddit.com) The sequence is always the same: registry launches and grows fast, minimal vetting because the priority is growth, first wave of incidents, community outrage, tooling catches up, security becomes a baseline expectation. npm took about thre…
Observal — open-source CLI for managing MCP servers and AI agent configs across IDEs (www.reddit.com) Wanted to share an open-source project I've been contributing to: **Observal** It's a CLI tool built for developers working with AI agents and MCP servers. Here's what it does: - **MCP management** — submit, list, install, edit and delete…
Give every tool LLM wiki and bypass Claude Code SSH Throttle (news.ycombinator.com) So I get from a security perspective this is a terrible idea, but it works great! I wanted to give every tool I had access to LLM wiki and didn’t want to pay Mem0 or congee $100 a month for saving text files.
Show HN: GDD–36 MCP tools to run N isolated Chromium browsers from Claude/Cursor (github.com via hn) GDD — Giggly-Dazzling-Duckling AI-controlled browser farm on your machine Simulate multiple real users across 22 device types — test your site like it's launch day. How It Works You: Open 3 iPhones and a desktop, navigate to myapp.com, tes…
I built SeeFlow - architecture diagrams that actually run, wired to your live app (www.reddit.com) Architecture diagrams rot. You spend an afternoon in Confluence, three months later it's wrong, and nobody updates it because there's no forcing function.
Google Drive MCP connector returning generic errors on every query — anyone else experiencing this? MAX plan, 5 days unresolved. (www.reddit.com) Has anyone run into persistent Google Drive MCP connector failures where every search query returns a generic error immediately after reconnection? I have been dealing with this for five days on a MAX plan.
LLM Phone Home: Reliable Apps that can deliver inference from local backend (www.reddit.com) Hello all, I’m wondering what suggestions there are for an ios app that can serve an openai compatible endpoint. I am using 3sparks which works GREAT for that specific use, BUT, there is no mcp, no web search, etc.
Bug with Higgsfield MCP connection: "Allow network egress" required but missing "All domains" option? (www.reddit.com) Hey everyone, I'm trying to set up the Higgsfield custom connector via MCP on Claude, but I'm completely stuck. When I try to generate a video or image through the integration, Claude tells me it cannot create anything because it requires…
Do your AI coding agents ever step on each other? (www.reddit.com) I built a small MCP called AvailSync. It lets AI agents check if they’re allowed to work on a repo/resource before starting.
MCP-stdio-guard – MCP stdio sanity checks (github.com via hn) mcp-stdio-guard Catch stdout pollution and handshake failures in MCP stdio servers before clients do. MCP stdio servers use stdout as their protocol channel.
Skills, 8 MCP tools, 6 runtimes, one memory system that never forgets (github.com via hn) # 職人 · Shokunin Persistent AI memory for developers. 62 skills, multi-strategy recall (vector + BM25 + temporal), ChromaDB memory, MCP servers, declarative self-updates.
Free MCP server that audits pages for AI-citation eligibility (13 tools, no API keys) (www.reddit.com) I've been thinking about a gap in the MCP ecosystem: there are tools for web search, document reading, and code execution, but nothing that audits a page for the signals AI assistants actually use when deciding what to cite. So I built one.
What six months of Claude Code taught me, building a public MCP server solo (www.reddit.com) Non-coder founder out of Taiwan. Spent the last six months building a Model Context Protocol server that exposes streetwear-fulfillment vendor adapters as agent-callable tools.
Show HN: Incultnito Studio – Fulfillment MCP for apparel brands (www.incultnito.com via hn) Brief to print-ready artwork in 60 seconds. Fulfillment routes to any destination through our public MCP server.
Claude Code in VS Code keeps “answering” by freezing mid-stream, logs show sdk_stream_ended_no_result (www.reddit.com) error message on Claude extension for VS Code I’m trying to use Claude Code in VS Code, but it has become almost unusable for larger tasks. The logs show Claude authenticates fine, sends the /v1/messages request, receives the first stream…
Cloud infra engineer here - I built a hosting service so my AI can publish things directly. Useful or overkill? (www.reddit.com) Sharing what I've been building for the last few months - would love honest feedback. I am a cloud infra engineer and as I started to have more projects with Claude - I found the process of publishing static content frustratingly tedious.
The MCP Mandate (danunparsed.com via hn) The MCP Mandate Your internal tooling isn't ready for AI. That's about to matter.
tui youtube player for audio with mcp and can sync channels to sqlite (www.reddit.com) Hi! it's my first project with bubble tea and lipgloss.
Show HN: TinySearch - Give small LLMs fast web access without context bloat (github.com via hn) TinySearch A tiny local-first web research engine for MCP agents. TinySearch searches the web, reranks results, crawls the best pages, extracts the most relevant chunks, and returns a source-grounded prompt your LLM can answer from.
Trying out Affinity's new MCP Server. It worked! (www.reddit.com) could not extract summary
Claude MCP Error ofid_56fbd3e4ec04824a (www.reddit.com) Keep getting error ofid_56fbd3e4ec04824a despite having removed all previous authorizations, It shows its connecting just fine via the Mac Claude Desktop app but always the same error and need to connect again.
MCP Equivalent on Mobile (www.reddit.com) I'm sure it's a no, because... But, I really miss the integrations I can have on a full desktop when I'm mobile on Android.
Rate Limit on Sub? (www.reddit.com) Today I started getting the "API Error: Server is temporarily limiting requests (not your usage limit) · Rate limited" error on my subscription (Max x20 @ $200/month). I am NOT sharing my subscription on another colleague, all my staff has…
I gave Claude Code a microphone via MCP. Now it asks me questions before writing code. (www.reddit.com) There are already a lot of dictation apps that let you skip typing when prompting Claude. You speak, they transcribe, and your prompt appears in the text box.
I rebuilt my web analytics tool to be Claude-first (www.reddit.com) A while back, I built an analytics tool. It had two "differentiating" ideas: it was cheap, and it sent you an AI summary every Sunday.
Heren Godot MCP — Fast, powerful, simple. (+Benchmarks!) (github.com via reddit) There are already a few great MCP servers that connect AI assistants to the Godot engine. Heren takes a different path: instead of starting a fresh Godot process for every request, it keeps a lightweight WebSocket daemon running in the bac…
Adding Claude To Obsidian (www.reddit.com) I am a novice at this, so I have been doing step by step guide via Claude. I am trying to connect Claude and Obsidian so I can have Claude pull memory from Obsidian.
Show HN: Scope MCP, Compliance checking for vibe coding teams (scope-mcp.langguard.ai via hn) Why this exists Agentic workflows have changed what "automation" means inside an organization. A single Claude agent today can be granted a dozen MCP tools across Salesforce, Stripe, GitHub, Slack, Gmail, a payroll system, an observability…
Do Cowork scheduled tasks sync across machines on the same account (www.reddit.com) I run a weekly scheduled task in a Cowork project on my Macbook (Claude Desktop). It triggers an MCP server running locally on that machine and saves output to a project folder.
Differences between SKILLs and MCP (www.reddit.com) I've been building SKILLs, Plugins and now experimenting with MCP Connectors. I want to be able to share these with others, easy one click install, and the SKILL/Plugin/MCP I build solves their problem too.
Manage AWS support tickets via Claude code with cli (www.reddit.com) I've assigned AWS MCP servers to my AI agents. I generally enjoy working with and developing things within AWS, and for the past four years I've been doing this with AI.
Show HN: AIMX – Self-hosted, open-source email server designed for AI agents (aimx.email via hn) - Built for AI agents✅ - MCP support✅local stdio - Self-sovereign✅ - Direct delivery✅ - Markdown emails✅ - Free & open source✅ You give your AI agent a server. Why borrow someone else's inbox?
How to handle "unknown" install decisions in workflow? (www.reddit.com) I'll go with my process: Friend recommends a Claude Skill → I can not trust in it. Find a Chrome extension with 100 stars → I read the README and click install if vibes are OK.
SicariusGuard – Solana token safety oracle for AI agents (MCP server) (github.com via hn) 🛡️ SicariusGuard Solana Token Safety Oracle for AI Agents & Trading Bots Real-time token safety analysis combining byte-level on-chain inspection, market intelligence, and wallet reputation scoring. Built for autonomous AI agents, MCP-enab…
Are we going to need identity checks for AI agents? (www.reddit.com) I’ve been thinking about agent identity more than agent intelligence lately. With MCP, tool use, agent to agent workflows, and autonomous assistants getting more common, the question is not just “can the agent do the task?” It is also, Is…
Local MCP configured but Tool is not visible in Claude Desktop UI (www.reddit.com) Hello Experts, I have built a local MCP server for Wireshark PCAP analysis. Wireshark is visible under the connectors, but the tools defined in my server are not appearing in the UI.
[Bug + Workaround] Claude Code Telegram plugin: inbound messages are silently dropped by Claude Code itself — root cause found after weeks of debugging (www.reddit.com) The Telegram plugin works perfectly. The bug is inside Claude Code, which silently discards MCP notifications/claude/channel on the stdio transport.
Is the Claude Gmail Connector from Google or Anthropic ? (www.reddit.com) When browsing the connectors in the Claude.ai directory you see a Gmail connector that appears to be created by Google (I think this was recently announced as part of google workspace developer review). It states the author as being Google…
Show HN: Containarium – self-hosted sandbox for AI agents, MCP-native (github.com via hn) Containarium The open-source, self-hostable, agent-native sandbox. Bring your own agent — Cursor, Claude Code, OpenCode, your own MCP client.
The trick was the spec, not the prompts. So I built an MCP that writes it. (www.reddit.com) A few days ago u/thanpolas posted "the trick was the spec, not the prompts" after shipping a full app solo with Claude. That exactly matched what was eating my time.
Armorer Guard Learning Loop: local live feedback for AI-agent security (www.reddit.com) We just shipped a Rust-native learning overlay for Armorer Guard. The idea: a scanner should be able to adapt from local feedback immediately, without silently mutating model weights or uploading prompts to a cloud service.
I built an MCP server that connects Claude to any REST API — open source (www.reddit.com) Hey, I've been working with the MCP protocol and built a server that lets Claude interact with any REST API through natural language. You configure your base URL and auth token, and then from Cursor or Claude Desktop you can ask things lik…
Stacktree – The publish primitive for agent-made HTML (stacktr.ee via hn) When your agent emits HTML (specs, PR writeups, status reports, custom editors), Stacktree is the private link you share. Unguessable by default, replace-in-place, MCP-native.
Show HN: Sunex Optics – MCP server for choosing best lens/CMOS image cameras (sunex-ai.com via hn) A public MCP server that lets Claude, ChatGPT, Cursor and any MCP-compatible AI models direct access to our 350+ lens dataset utilizing our powerful Optics-Wizards™ tools to find the best lens/imager solutions for automotive, robotics, dro…
Self-hosted bot that gives Claude Code 40+ GitHub webhook triggers + MCP tools (www.reddit.com) It runs Claude Agent SDK - with the full Claude Code feature set - in isolated worktrees with 4 built-in MCP servers (GitHub, GitHub Actions, Memory, Codebase Tools). You configure triggers in YAML: workflows: review-pr: triggers: events:…
Show HN: Claude MCP to Fitness Tracker (keegnation.fit via hn) would love feedback on my latest connection to claude. build workout programs in claude and push to fitness tracker.
Has anyone actually gotten an MCP extension approved for the new Desktop Marketplace yet? (www.reddit.com) I built a Claude Desktop extension (mcpb) that gives real-time spatial data (school quality, walkability, noise, etc.) from my MCP servers. It produces stunning results attached.
Some Business Ideas (news.ycombinator.com) Infrastructure side: 1. A service connector that can be attached to any AI Assistant to authenticate users and connect services easily, similar to MCP but more universal.
Local-first LLM context dedup: 22-71% chunk overlap measured across 22M passages (2 arXiv papers). MCP server, MIT, 250KB binary, zero telemetry. (www.reddit.com) I'm the author of this thing, disclosure up front. Been hanging around this sub lately on cache invalidation, MoE memory tradeoffs, long-session token bloat.
Cocall.ai: an MCP for outbound phone calls that pauses to ask you for info mid-call (www.reddit.com) I built an mcp that gives your claude a phone (your phone). If it hits a question it can't answer mid-call, it pauses and pings you back with the specific question instead of guessing or hanging up.
Does it make sense to combine 'everything-claude-code' with RTK (Rust Token Killer) for heavy logging? (www.reddit.com) Hey everyone, I've been tweaking my autonomous coding setup and I'm wondering if this hybrid approach makes sense, or if I'm just engineering a conflict. I use coding agents for complex, multi-file architectures—lately, a lot of Python ser…
22-71% of your AI coding input tokens are duplicates, we measured it across 22M passages (2 arXiv papers). Just shipped MCP support for Cursor (www.reddit.com) Disclosure first: I'm the author. MIT, runs locally, zero telemetry.
Show HN: Elecz – MCP server for real-time electricity prices in 40 countries (elecz.com via hn) Text: I built Elecz because LLMs regularly hallucinate electricity prices, cheapest charging hours, and energy contract data. Elecz is a read-only MCP server and REST API for real-time electricity data across 40 countries and 100+ bidding…
Anthropic launches Claude For Legal with practice-area plugins and MCP connectors to nine major legal platforms (www.reddit.com) Anthropic rolled out Claude For Legal (May 12), adding practice-area plugins for commercial, employment, privacy, product, corporate, and AI governance law. The release also includes MCP connectors to tools lawyers already use: DocuSign, I…
Show HN: FasterFixes – Open-source feedback widget with MCP for coding agents (github.com via hn) /fasterfixes Turn messy client feedback into agent-ready bug reports. Website • Docs • Twitter About During the review phase of a web project, clients send feedback through WhatsApp messages, scattered screenshots, and vague descriptions w…
Show HN: One memory layer across every MCP-compatible AI tool (subvault.ai via hn) SubVault is an MCP server that gives Claude, Cursor, and Copilot permanent memory. Two words — remember and vault — and your AI never starts from zero.
BYOM stock analysis via MCP, looking for feedback (stocks.lynxdi.com via hn) Stocks Intelligence Not Another Chatbot · An AI Agent For The Markets Your AI Stops Guessing. Starts Working.
Show HN: CLI and MCP for Suunto smartwatches data (github.com via hn) Get your workouts and health data, export or integrated with any AI assistant via MCP or CLI. Also edit and create functionality for activities.
Scaling MCP adoption: Our ref architecture – simpler,safer&cheaper deployments (blog.cloudflare.com via hn) We at Cloudflare have aggressively adopted Model Context Protocol (MCP) as a core part of our AI strategy. This shift has moved well beyond our engineering organization, with employees across product, sales, marketing, and finance teams no…
Are harnesses like OpenClaw and Hermes really necessary? (www.reddit.com) My setup: Windows 10/11 i7 12700K | RTX 3090 TI | 96GB RAM Local server: LM Studio Models: Qwen 3.5/3.6 27B|35B Q5 UD K XL + Gemma 4 31B| 26B Q4 UD K XL Up until this point, I've only used sota models for coding. When Qwen 3.5 dropped, it…
Show HN: Fast, reliable MCP for LinkedIn, Uber, Venmo (r/w) (candle.fi via hn) My friend and I have built a tool that can replicate mobile app API traffic precisely. We then wrap the app’s functionality in a standardized API and route traffic through a local proxy running on your computer or phone, so your traffic ca…
I built an MCP without the "agentic AI" death wish. Boring (it's a feature!) (www.reddit.com) Half the MCP servers out there will happily let your LLM rm -rf something important while you're making coffee. AIttache won't.
Show HN: OCL Nexus – An automated compute layer for AI agents with native MCP (oclnexus.com via hn) OCL Nexus: The Orchestrated Compute Layer for AI Agents. On-demand, isolated Ubuntu execution environments for agentic development.
I built a catalog of MCP servers with paste-ready install configs. One of them is hosted so you can try it without setting anything up (www.reddit.com) Every time I added a new MCP server to Claude Desktop I ended up doing the exact same thing. Hunt down the github, dig through the README to find the install line, then build the JSON config by hand.
Building social media workflows for Claude with MCP (www.reddit.com) Been experimenting with MCP + Claude recently and ended up building most of my own posting workflow because I got tired of constantly jumping between LinkedIn, Instagram, Youtube and scheduling tools after already generating everything ins…
Have we overlooked MCP? (www.reddit.com) Recently I've been looking at my personal AI infrastructure. I've built a lot of tools for personal use, a budget and tax helper, an eBay selling assistant, smart home integration, a thermal printer, a task tracker, an Obsidian memory vaul…
How I cut Claude Code token usage in half (open source, benchmark included) (www.reddit.com) On a 3,000 file codebase, Claude Code's first move is always the same. Read the tree.
Legal: Claude + CoCounsel MCP Released (www.reddit.com) So this just happened today. All Anthropic needs now is the regional datacentres for both information at rest and inference, and we're off to the races.
Probe: AI Agent Context Engine (github.com via hn) probe Give your AI agent a brain beyond code. probe is a CLI tool and MCP server that indexes your project's documentation, specs, and code, then serves curated, reranked context to AI coding agents in milliseconds.
Ledgr – Self-hosted finance app with Plaid bank sync and an MCP server (github.com via hn) Ledgr Self-hostable personal finance app with automatic bank sync and AI agent support. Ledgr connects to your bank accounts through Plaid, automatically syncs and categorizes transactions, and gives you budgets, investment tracking, bill…
An agent skill for closed-loop validation on microservices (www.signadot.com via hn) Agent Skills The Signadot MCP server gives a coding agent the tools it needs to talk to Signadot. An agent skill sits on top of those tools and gives the agent a workflow: when to reach for a sandbox, what counts as proof, and how to recov…
Show HN: MCP for cross-functional software teams (try.bicameral-ai.com via hn) Ask for history and bicameral returns the ledger grouped by feature, with reflected, drifted, pending, proposed, ratified, and superseded states. The PM's pre-meeting prep becomes a query, not a write-up.
I built an MCP server that connects Claude Desktop to your Garmin data — made it for myself, figured I'd share it (www.reddit.com) Honestly, I built this just for personal use. I'm a runner, I was annoyed at getting the same generic training advice from Claude regardless of whether I was fresh or completely cooked, so I spent some evenings putting together an MCP conn…
Graphmind – local code intelligence for Claude Code(graph and mem and MCP) (github.com via hn) graphmind Your codebase has memory. Use it.
Show HN: YantrikDB – persistent memory for AI agents (github.com via hn) YantrikDB — A Cognitive Memory Engine for Persistent AI Systems The memory engine for AI that actually knows you. Get Started in 60 Seconds For AI agents (MCP — works with Claude, Cursor, Windsurf, Copilot) pip install yantrikdb-mcp Add to…
Finlynq – Open-source personal finance app with a first-party MCP server (github.com via hn) Finlynq — Personal Finance App An open-source personal finance web app with a first-party MCP server. Track income, expenses, budgets, investments, loans, and goals — then query your financial data from Claude, Cursor, Windsurf, or any MCP…
I Got Tired of Juggling AI Coding Agents, So I Built One Engineering Crew Instead (www.reddit.com) I kept running into the same problem with AI coding workflows: One tool writes code. Another reviews it.
Why is every "context layer" tool lying about token savings? (www.reddit.com) I've been shipping agents for a year and a half. Lately every other launch is a "context layer" or "MCP optimizer" promising 70-90% token cuts.
Show HN: Talk to your Oura Ring data through Claude (github.com via hn) oura-ring-mcp Natural-language access to your Oura data through Claude. Local SQLite mirror, natural-language annotations, and MCP tools for actually asking questions about your health data.
Agents need a local bouncer before they run tools (www.reddit.com) Prompt injection is not the only scary part anymore. Claude Code / Codex can run shell commands, but browser agents, OpenClaw-style agents, Hermes-style agents, and domain-specific agents may be even easier to hijack because they touch mes…
Show HN: World Cup History MCP – every FIFA tournament 1930–2026 (api.zafronix.com via hn) Hi HN — my previous post got flagged for some reason so re-posting to spread the word as well as get some actionable feedback. When I was a kid and was playing soccer in my home town, my Dad had an idea - what if there was a correlation be…
I vibecoded something engineers are starring in github (www.reddit.com) OK so I was actually kind of scared to post anything here. Not because of trolls.
We catch silent coordination failures in agent systems. What should we ship next? (www.reddit.com) OSS layer for the kind of agent failures that tracing tools miss. Works for single-agent with tools, single-agent with MCP, or multi-agent workflows (CrewAI, LangGraph, custom).
MCP-Guardrail (github.com via hn) MCP Guardrail 🔍 Scan MCP configs for security issues before agents touch prod data. MCP (Model Context Protocol) lets AI agents touch files, databases, APIs, and internal tools — but teams lack visibility into which MCP servers their devel…
Your harness is failing your agent but there's no benchmark to prove it (www.reddit.com) You can compare models on function calling, multi turn tool use, schema adherence. Basically, there's a good amount of public data at the model layer.
I built a multi-operator collaboration surface on top of CC (www.reddit.com) I built a layer on top of CC that turns into a collaborative surface. - multiple operators on a single CC session - remote control from any device - routing messages across multiple CC sessions (kinda like Tor) - publish any CC session as…
Stop struggling with Agentic AI - my repo just hit 540+ stars and 60+ forks!! (www.reddit.com) Quick update — my AI Agent Frameworks repo just passed 540+ stars and 60+ forks on GitHub!! When I first put it together, my goal was simple: make experimenting with Agentic AI more practical and approachable.
Dead internet theory: AI-generated articles using MCP [video] (vimeo.com via hn) Pricing Everything you need to make, manage, and share brilliant videos. 0 views 2 hours ago Leo Jiang Uploaded on May 11, 2026 at 9:15 pm Categories Product Explainer/Walkthrough License: Attribution Non-Commercial ## Featured Videos Auto…
Does anybody need multi-llm - multi-user shared context mcp? (www.reddit.com) Idea is this: create a project once and then decisions, open questions, instructions, files and every teammate’s AI (Claude, ChatGPT, Cursor, Gemini, whatever) works from the same context. No more re-explaining the project five times becau…
Here's how I expose my Knowledge as a Wiki and an MCP server for Claude (www.reddit.com) Quick demo of processing a knowledge base to create a wiki and plugging it into Claude as an MCP server. What's in the video: Creating a KB with three sources: a URL, a PDF, and a Notion page (with weekly auto-sync on the URL) The internal…
SolidInvoice, open-source invoicing with a built-in MCP server (solidinvoice.co via hn) MCP server SolidInvoice ships with a built-in Model Context Protocol (MCP) server. Once you connect an AI agent to it, the agent can read your invoices, quotes, clients, and payments — and, if you grant write access, create and update them…
Podatek od narzędzi. Dlaczego serwery MCP pożerają Twój budżet na AI (jakubpradzynski.substack.com via hn) Podatek od narzędzi. Dlaczego serwery MCP pożerają Twój budżet na AI i jak to naprawić?
Heimdall MCP, a simple proxy to traces MCP tool calls (github.com via hn) @cardor/heimdall-mcp Transparent proxy for any MCP server. Intercepts all JSON-RPC messages, measures latency, and stores traces in a configurable database — without touching the original server.
My pre-coding routine with Claude Code, 5 MCP servers before I write a single line (www.reddit.com) Been running this routine for months now. Started because I was losing too much time to Claude just guessing.
Show HN: Veles – Hybrid (BM25 and semantic) local code search MCP, in Rust (github.com via hn) Veles Fast, hybrid (BM25 + semantic) local code search for AI agents and humans, written in pure Rust. Veles runs entirely on CPU — no GPU, no transformer forward pass at query time.
Show HN: Codex Automatic /Review Loop (github.com via hn) I created this tool because I wanted to automate /review for uncommitted changes that I was doing manually. This works by exposing to agent single new mcp tool call allowing it to request review.
Claude Code Orchestrator -> Sub-agent local LLM (www.reddit.com) Not written by an AI, so bear with me :P Has anyone else tried to use their local LLM in conjunction with Claude Code? I looked into Pi.dev a bit, and from their documentation, I read about their RPC Mode which allows me to send command li…
Open-sourced our MCP server for GPU workload execution looking for feedback (www.reddit.com) Hey everyone I’m Jaguar, building Jungle Grid. We just open-sourced our MCP server for agentic GPU workload execution.
Hook your wearables into Claude Code (or any MCP agent), now with proper headless sign-in for scheduled workflows (www.reddit.com) Hi folks, I run Freddy, a personal MCP server that connects wearables (Polar, Oura, Withings, Suunto, Intervals.icu, Hevy, plus WHOOP, Strava, Dexcom in beta) to any AI client that speaks MCP. Claude Desktop, Claude.ai, ChatGPT, Notion AI,…
Free/OSS agentic API interrogator (github.com via hn) GAIIA Expert Proxy (MCP Server) GAIIA Expert MCP Server is a Model Context Protocol (MCP) server that enables high-fidelity code audits, refactors, and architectural analysis using specialized Proxy Experts in conjunction with a remote LLM…
An MCP with SOM algorithm for controlling your desktop (computer use) integrating with claude code or any custom agentic harness. (www.reddit.com) Announcing Opendesk: Give any AI agent eyes + hands on your desktop. I was experimenting with computer-use capabilities from different models, but I wanted to keep using Claude Code and my own agentic harness to automate real desktop tasks…
Show HN: Unlinked, MCP Server for LinkedIn (github.com via hn) Unlinked Bring your LinkedIn professional profile into AI assistants — without copy-pasting, scraping, or guessing. Unlinked is a TypeScript MCP server that connects your LinkedIn professional profile and experience to any Model Context Pr…
Show HN: Lune - Software for agents that do serious science (luneresearch.com via hn) Our MCP server provides scientific knowledge and action grounding for your AI agents, based on top-tier research literature and timeless research best practices/advice given by notable scholars.
Codebadger – MCP server for static code analysis with Joern (github.com via hn) 🦡 codebadger A containerized Model Context Protocol (MCP) server providing static code analysis using Joern's Code Property Graph (CPG) technology with support for Java, C/C++, JavaScript, Python, Go, Kotlin, C#, Ghidra, Jimple, PHP, Ruby,…
Show HN: A Skill/MCP to access any open-source repo's code and docs (github.com via hn) Gread A skill that gives your agent access to the source code of all public github repos. Plug and Play: Compatible with all popular coding agents and MCP clients, ready to use out of the box Skill and MCP: Both Skill and MCP are provided,…
Live Artifact is not actually “Live” as the name implies (www.reddit.com) I wasted a whole week building a live personal dashboard that pulls from several MCPs automatically whenever I open it. Only to realize that Claude’s Live Artifact is not actually “Live”, it can ONLY pull MCP data on a schedule or get the…
I built an MCP server that connects Claude Code & Claude Desktop to Apple Music 🎵 (www.reddit.com) Hey everyone! I've been tinkering with MCP (Model Context Protocol) servers lately and built one that integrates Claude Code and Claude Desktop directly with Apple Music.
Exactly a year ago, I built an MCP server for claude that I launched on reddit - my most active open source project! (github.com via reddit) This isn't an advertisement, I already don't have enough time to keep up with the existing pull requests and issues lol - just a fond look back on how much this space has grown and matured in the past year. Shit was the wild west back then…
For those having exposed both MCP and CLI, should both tools/commands expose the exact same capabilities? (www.reddit.com) I'm building MCP and CLI at my company, directly exposed to users. I had done the MCP first, investing time and thoughts on not making it just a wrapper of our APIs.
ActionFence: A drop-in middleware for MCP servers to enforce spend caps and policy limits (www.reddit.com) As we all start giving agents more powerful tools, securing the server side has become a headache. I kept seeing enterprise gateway solutions, but nothing that was just a simple npm install for a solo dev.
We turned Cursor.ai into an OpenClaw-style multi-agent control panel (www.reddit.com) I’ve been experimenting with Cursor agents for more than just one-off coding tasks, and I kept running into the same problem: once you have multiple agents running across different workflows, the terminal starts to feel messy fast. So we b…
What llamacpp's webui has and what it lacks (www.reddit.com) I've been on a quest testing chat UI's for development. So far out of Jan.ai, AnythingLLM, librechat, and Open Webui, llamacpp's webui is my favourite.
Context-compiler: graph-based code retrieval for Claude Code (github.com via hn) context-compiler An MCP server that indexes your codebase into a dependency graph and returns the smallest correct context for any coding task: exact line ranges per symbol, with a rationale for each one. Runs entirely on your machine.
petromcp — an MCP server for petroleum well log files (niche) (www.reddit.com) I made a small MCP server this week. If you do anything with petroleum well log files (the .las format used in oil and gas), this lets Claude read them directly instead of having you copy-paste numbers into the chat.
An Open Source Model From Anthropic Would Close the Loop for Me. (www.reddit.com) TLDR: Having an Anthropic product for local inference that interacts with Claude completes all my needs of cloud-hosted power with local privacy. I keep a homelab for media hosting, a playground for me to learn, and a place to keep my pers…
Claudy: A Rust-based Power-Tool for Claude Code (Profile Switching, MCP Bridge for Local Agents & Token Analytics) (www.reddit.com) Hi everyone, I love the Claude Code CLI, but I found myself constantly fighting with environment variables and wanting to use my own local agents or different engines (Gemini, Codex, etc.) within its ecosystem. Inspired by clother, I built…
Open-sourced a 4-agent code review workflow. Wrap it as an MCP and your Claude Code calls it instead of CodeRabbit. built on heym (www.reddit.com) It's a heym workflow (canvas JSON + system prompts, MIT licensed) that runs 4 agents over a diff: one architect with no tools (only delegates) and three specialists on different model labs (Anthropic, Google, Alibaba, Zhipu) carrying diffe…
Show HN: Selvedge – an MCP server that captures why AI agents change code (selvedge.sh via hn) Captures the why, live AI agents call Selvedge’s MCP tools while they work — log_change records what they changed and why, in the same context window that produced the change. Long-term memory for AI-coded codebases.
Claude was hallucinating wrong functions in my codebase. Fixed it by reducing context 97% (www.reddit.com) Was using Claude for coding at work and kept getting suggestions for functions that didn't exist. Turned out the problem was feeding it 80,000 tokens of raw code.
I built an MCP server that gives Claude real-time data for all 470+ National Park Service sites (www.reddit.com) I built a free MCP integration for Claude that connects it to live National Park Service data. Instead of answering park questions from training data alone, Claude can pull current NPS alerts, weather, campground info, entrance fees, permi…
Do you have examples of tasks Codex could do but Claude Code couldn't (or the other way around)? (www.reddit.com) We all have been using agents (different harness, different models though) for coding for a while now. We all have our preference on which model + harness is better and why.
I asked Claude to analyze my Jira sprint and it did in 2 seconds what takes me 10 minutes (www.reddit.com) Connected Jira to Claude via MCP and now I just ask questions about my sprint instead of clicking through boards. Things like: - "What's the status breakdown of my sprint?" - "How many issues are unassigned?" - "Show me all high priority b…
Qwen 3.6 Looping with Tools? (www.reddit.com) For some reason, my qwen started looping a lot recently, ever since I introduced MCP tool calls. I don't know why as I didn't really change anything other than that.
Cowork keeps using browser for API calls (www.reddit.com) My cowork keeps using the browser for API calls. I asked why and got the following response: The bash sandbox is behind a restrictive proxy that blocks external connections (you can see X-Proxy-Error: blocked-by-allowlist in the response).
How to incorporate local AI into text based rpg (www.reddit.com) Hi all, I am a fan of text based RPG games and I want to try and incorporate AI into one I am making, the idea is to have the so be a DM for a solo adventure. I have considered two approaches.
Agent-harness-kit scaffolding for multi-agent workflows (MCP, provider-agnostic) (ahk.cardor.dev via hn) Define your agents in TypeScript. Get SQLite state, MCP tools, health checks, and coordination rules — automatically.
Cloud Next ’26 showed that the next battle is infrastructure. (www.reddit.com) Google pushing the Gemini Enterprise Agent Platform, A2A already in production at 150+ companies, and MCP basically becoming the default way agents plug into tools — it’s starting to look less like separate products and more like a full st…
I gave Claude the ability to search 18M podcast moments and transcribe my own audio (free MCP server, no credit card) (www.reddit.com) Hey r/ClaudeAI 👋 Last update post here (6 months ago) was search-only. The big change since: Claude can now transcribe your own audio through the MCP, and the free tier no longer needs a credit card.
Show HN: Appctl LLM tools for apps you have (github.com via hn) appctl(Appcontrol) uses your exising openai docs or your db and makes MCP tools. U can then connect your favorite LLM and chat either on terminal or web.
CodexSaver Make Codex cheaper without making it dumber with DeepSeek (github.com via hn) CodexSaver Make Codex cheaper without making it dumber. 中文文档 CodexSaver is an MCP tool that turns Codex into a cost-aware router.
Best Claude skills/workflows for building a logistics platform? (www.reddit.com) Hi everyone I’m building a full-stack web platform with Claude Code using React, Node.js, PostgreSQL, Docker and API integrations. The platform is focused on logistics, quotations, products, suppliers, and admin management.
Email Skill – give Claude a safe way to email you (www.reddit.com) I built a small skill for AI tools (Claude, Cursor, Codex, cron jobs) that lets them send emails to me without exposing my inbox or running a server. The motivation: I kept asking my AI to "every Sunday, summarize Daring Fireball and email…
MCP Agora open source and local cross-agent persistent memory for AI agents (github.com via hn) MCP Agora MCP Server with cross-agent persistent memory for AI agent fleets. Agora is a local, Python-only MCP server that gives your AI agents (Claude Code, Codex, ChatGPT, Gemini CLI) a shared persistent memory.
How do you create n8n workflows with cowork? (www.reddit.com) Hey there, How can I have cowork create n8n workflows. I thought the MCP could do that, but cowork just explained the following: The connected n8n MCP only exposes three tools: search_workflows, get_workflow_details, and execute_workflow.
I built a local sidecar agent for coding agents: MCP-first, OpenCode plugin included (www.reddit.com) I built LocalQA around a question I kept coming back to: What if your frontier coding agent had its own local assistant? Not a smaller model trying to replace Claude/Codex/GPT.
Hey guys, need help to set up Claude desktop for Windows 11 (www.reddit.com) Hi everyone. I need help with Claude Desktop on Windows 11.
SendPrompt() has been removed from Claude web artifacts. Killed something that’s been working for months (www.reddit.com) I built a simple meeting tool a few months ago that used connectors to get my last 5 meetings that I recorded then I could select one and it would summarise and fly actions the. Push it all into notion.
Show HN: Search jobs using Claude, Codex via MCP (corvi.careers via hn) MCP url: https://corvi.careers/mcp Documentation: https://corvi.careers/ai/ Currently indexing about 1M+ jobs across US, India, Canada and some Europe. No authentication or signup required.
I built a tool to stop Claude Code from reading half my codebase on every task and Im curious what you think (www.reddit.com) Hey everyone, I have been using Claude Code heavily for the past few months and kept running into the same problem on any non-trivial task it would grep through dozens of files, pull in tests, unrelated callers, config files, etc Token bur…
Shipped Bawbel Scanner v1.1.0 today. New: toxic flow detection (detects when two findings combine into a complete attack chain) (www.reddit.com) bawbel scan-server-card for scanning MCP server-cards before connecting, rug pull detection with git-committed pins, and conformance scoring. 5 new AVE records covering the MCP 2026 attack surface.
Show HN: Docker AI Stack, self-hosted LLM/STT/TTS/MCP in one compose file (github.com via hn) English | 简体中文 | 繁體中文 | Русский Docker AI Stack Deploy a complete, self-hosted AI stack on your own server with a single command. Zero-config: all services auto-configure on first start Secure: Ollama, LiteLLM, and MCP Gateway generate API…
Clipps personal save library with relevant link extraction and an MCP server (clippsapp.com via hn) Save a video, screenshot, voice memo, or note. Clipps AI watches, reads, and listens, then pulls out everything useful and makes it searchable.
Why Infinite Context Windows Don't Solve the AI Agent Architectural Problem (www.reddit.com) I wrote this because I keep seeing the same assumption in agentic workflows: “Just give the agent more context / longer windows / bigger memory and it will become more reliable.” In practice, once you move into real MCP-connected, tool-usi…
How are people handling context across different AI coding tools? (www.reddit.com) I’ve been switching between a few AI coding tools recently and the context/memory part is starting to annoy me. Claude Code, Codex, Cursor, Windsurf, etc.
Open-source MCP server for Ejentum cognitive harnesses / (reasoning, code, anti-deception, memory) (www.reddit.com) Open-source MCP server that exposes four cognitive harnesses as tools any agentic client can call. Each tool returns a structured cognitive scaffold (failure pattern to avoid, procedure, suppression vectors, falsification test) that the ca…
Cowork Non-Coder Here. How do you get MCP's to work? (www.reddit.com) I use cowork but find a lot of MCP's that might be helpful in the MCP marketplace but there is ZERO info on how to actually get these things to download. https://mcpmarket.com/server/superpowers Example.
is it possible to build harnesses as good as codex/claude code (www.reddit.com) The codex harness, in my experience, is extremely intelligent. It picks the right tools to call, corrects itself when it makes a mistake, and can run for extremely long periods of time.
I built a free local MCP server that cut my Claude Code PR review prompt from 63K to 8.7K tokens (www.reddit.com) Every time I asked Claude Code something about my codebase — "how does the v2 pipeline work?", "what calls this function?", "is this PR safe?" — the agent walked the repo from scratch. Glob, Grep, Read, Read, 8–10 sequential tool calls per…
These are my goto skills for GenAI Builds (www.reddit.com) I’ve been playing with Agent Skills recently while building full-stack GenAI apps, and they’re starting to feel like a very practical layer for AI coding workflows. I have completely moved away from MCP now.
Show HN: Token Usage Meter 12 Providers and Coding Agent (qlaud.ai via hn) Here once again A Token Usage Meter for 12+ AI Providers Anthropic, OpenAI, Google, Alibaba qween, Moonshot Kimi, MiniMax, ElevenLabs, Deepgram, Perplexity. Qlaud.ai provides token usage meter / AI billing layer.
Keeping a Claude Code session running 24/7 (and accessible from my phone) without leaving the terminal (www.reddit.com) Disclaimer: While I did use Claude Code to help build this, all code has been reviewed by a human, and I've been using this for weeks without any issues. I do most of my Claude Code work in the terminal.
How are you handling API keys with Claude Code and MCP servers? (www.reddit.com) Every MCP server I've set up puts credentials in config files that Claude can read. API keys, OAuth tokens, database passwords, all in plaintext in my environment.
PageIndex: Vectorless, Reasoning-Based RAG (github.com via hn) PageIndex: Vectorless, Reasoning-based RAG Reasoning-based RAG ◦ No Vector DB ◦ No Chunking ◦ Human-like Retrieval 🌐 Homepage • 🖥️ Chat Platform • 🔌 MCP & API • 📖 Docs • 💬 Discord • ✉️ Contact 📢 Updates 🔥 Agentic Vectorless RAG — A simple…
Vennio – scheduling API for developers and AI agents (MCP-native) (docs.vennio.app via hn) Schedule on behalf of anyone — with their consent. Vennio is scheduling infrastructure for developers and AI agents: check real availability, propose the right time, and confirm a booking without anyone going back and forth.
Show HN: MCP server that lets Claude query your Google Calendar (github.com via hn) Page not found · GitHub · GitHub Skip to content Navigation Menu Toggle navigation Sign in Appearance settings Platform AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models…
Claude has been building interactive prototypes inside my documents, not next to them (www.reddit.com) For the last few weeks I've been using a doc tool that ships with an MCP server. Boring sentence.
Sci-Hub MCP Server (Unofficial) (pypi.org via hn) A Model Context Protocol (MCP) server that enables AI assistants to search, retrieve metadata, and download academic papers directly from Sci-Hub. Sci-Hub MCP Server A robust Model Context Protocol (MCP) server and Python library that enab…
Anyone else losing tokens to hallucinated MCP tool calls in production? (news.ycombinator.com) I have been building an agentic system on a custom internal platform and the llm keeps calling tools with identifiers that dont exist, wrong namespace, wrong handle, wrong enum. gets back an error, retries, still wrong.
Making your developer platform agent-ready (hookdeck.com via hn) A checklist for agent-ready developer platforms: progressive disclosure as an overarching practice, then five layers — Information, Guidance, Action, Verification, Measurement — with concrete examples from our docs, CLI, and MCP.
Show HN: Memex, Claude memory via local RAG (MCP, offline embeddings) (memex-cli.vercel.app via hn) Local-first second brain with semantic search. Gives Claude persistent memory across conversations — all data stays on your machine.
How to effectively use Cowork (www.reddit.com) I have backround in Engineering/DevOps. I have used Claude Code for past six months.
Has anybody tried connecting github with claude mobile app ? (www.reddit.com) Same as title. Claude chat in claude desktop can easily check the code from repo directly through github mcp, but in mobile app am unable to do this, has anyone tried doing it ?
MCP-Sync: One Config File to Rule Them All (medium.com via hn) 9 min read Just now Press enter or click to view image in full size Open Source · MCP · Architecture · 12 min read It started with a missing comma. We had just added a new tool to our MCP server stack and needed to push the update across o…
Anthropic ships Claude for Creative Work with nine MCP-native connectors (www.reddit.com) Anthropic announced Claude for Creative Work on April 28. The release includes nine official connectors that plug Claude into professional creative software, with a native Blender connector as the flagship.
Sherlock: Apple Developer docs as a local Claude Code MCP (free, open source) (www.reddit.com) Built a Claude Code plugin that gives Claude a local searchable copy of Apple's full developer documentation. ~70,000 symbols across 300+ frameworks indexed into SQLite FTS5 and served as MCP tools.
Offload MCP – Offload tasks to free models via API and save tokens (github.com via hn) offload-mcp MCP server for offloading routine coding-assistant work to a cheaper model. The default model chain uses Gemma because the models are useful, open, and fun to experiment with.
Is there a step by step guide to adding Fastmail MCP to Claude Desktop? (www.reddit.com) Do I need Claude Desktop to connect Claude to Fastmail to begin with? I just downloaded Claude Desktop and I can't quite figure out how to connect it to my Fastmail account to read mail, contacts, and calendars.
Patterns for agents (www.reddit.com) How does your company handle AI agent governance? For example, one person creates an agent based on skills, while another builds one using MCP + Python.
Unfortunately, Sprites Now Speak MCP (fly.io via hn) Sprites are disposable cloud computers. They appear instantly, always include durable filesystems, and cost practically nothing when idle.
Show HN: [inerrata] – Collective and Causal Knowledge Layer for Coding Agents (www.inerrata.ai via hn) Agents work on many programming-related issues daily, and yet that valuable knowledge is lost on session reset. If Agent A solves an out-of-memory error in an effective way, Agent B has to fumble in the dark.
Don't Believe the Marketing (thebatsignal.substack.com via reddit) I've been meandering around the AI domain for a few decades. But I've decided to re-engage - mostly due to the development of the Model Context Protocol (MCP).
Help setting up Chrome MCP for Hermes Agent (www.reddit.com) Hi everyone, I'm trying to set up Chrome MCP (Model Context Protocol) for Hermes Agent and need some guidance. **Background:** - Hermes Agent (by NousResearch) has self-learning features - I want to integrate Chrome browser automation via…
Cowork can’t connect to Chrome MCP since last Thursday, anyone else? (www.reddit.com) Hi everyone, I’ve been using Cowork with the Chrome MCP for about 4 weeks without any issues. Working out of a Cowork session directly in my browser was honestly amazing.
AGENTS.md trick that stopped Codex from doing dumb work at premium rates (www.reddit.com) Spent a Sunday auditing where my Codex tokens were actually going. Half the calls were stuff like "rename these 12 fields", "format this csv as markdown table", "extract the dates from this changelog".
Bug Report: Removed Connector Still Exposed as Live MCP Tools (www.reddit.com) Summary A previously removed or no-longer-visible connector was still exposed to Cursor as live callable MCP tools. The connector was not present in active user settings or project configuration, but its cached tool manifest was still load…
How to Build a High-Performance MCP Server on Azure Functions (niravraval.com via hn) In my recent project, I integrated the Model Context Protocol (MCP) into an existing Azure Functions API and I wanted to share how it works and why it matters. MCP (Model Context Protocol) provides a standardized interface for connecting L…
Multi-agent swarms are goldfish that burn your context window. So I built a free OS layer to fix it. (www.reddit.com) Something kept bothering me when running multi-agent workflows. They scale terribly.
Prism MCP - A tool to bridge claude code with vs code language servers (www.reddit.com) Hi guys, I have created a vs code extension to act as a bridge between LSPs and Claude Code(supports copilot too), instead of raw grep-ping now, CC can navigate your codebase intelligently, it's work in progress but i have published the fi…
Show HN: Image Gen MCP – one MCP server with goal-shaped routing (github.com via hn) Image Gen MCP — one MCP server that puts every image provider I actually use behind one interface: OpenAI, Gemini, Replicate, Together, Grok, Photoroom, Flux Kontext via fal, Ideogram, plus local tools (sharp, tesseract, @imgly).
Is anyone here actually using MCP yet? (www.reddit.com) I keep seeing Model Context Protocol (MCP) mentioned everywhere lately, especially around AI agents, and I finally took some time to understand what it actually does. From what I get, it’s basically trying to fix the mess of integrations —…
Kvaser - Moving beyond simple agents: Building a Local-First AI Orchestrator with Qwen 3.6, Kiwix, and Wolfram (www.reddit.com) For the past two weeks, I’ve been spending 4–5 hours a day building a custom MCP (Model Context Protocol) orchestration server. What started as a simple experiment with Qwen 3.6 35B has evolved into a full-scale "Man-in-the-Middle" proxy t…
claudely: launch Claude Code against Local LLM provider like LM Studio / Ollama / llama.cpp without trashing your real claude config (www.reddit.com) Plenty of CLI coding agents will talk to a local LLM, but the catch is the ecosystem. Skills, slash commands, MCP servers, plugins, hooks: all the interesting tooling has been built specifically for Claude Code, and parity on every other a…
Cavemen skill questions (www.reddit.com) Caveman looks amazing for reducing output tokens! Has anyone tried applying the Caveman skill to a headless, automated backend application?
Claude Code Visual: hooks, subagents, MCP, CLAUDE.md (www.reddit.com) Been using Claude Code for a couple of months. Still keep forgetting the MCP hook syntax, so I finally just wrote everything down in one place.
Is Claude in Chrome supposed to be able to control your whole browser? read, write, type, etc (www.reddit.com) I've had no success getting Claude in Chrome to work via the desktop app. It keeps saying things like "connection not found", "MCP not found", "bridge not found" or "can't connect to Claude in Chrome".
MCP-x-Mac-Seed – An AI agent that discovers Mac apps and writes its own tools (github.com via hn) MCP-x-Mac Seed A self-evolving MCP server that gives AI agents the ability to control any macOS application — including the ones without APIs. No hardcoded integrations.
I built an open-source control plane for installing, running, and securing AI agents (www.reddit.com) I’ve been building a lot with AI agents lately, especially tool-using agents, MCP servers, browser agents, and local/self-hosted workflows. One thing kept bothering me: agents are becoming more like applications, but we still manage many o…
Airtable: “Sorry, we can’t expose this API endpoint” 14 mcp tools seem to be enough... Me with my Claude MAX: cool, just reverse‑engineered their internal API, rebuilt it as MCP with GUI +60 Tools, now Claude controls everything and 5k users are happy lol... [Experiment - Educational Purposes] (github.com via reddit) With this MCP, you can let Claude Code or 15+ IDEs with AI build or edit your own database application in Airtable. Note: This is an add-on to the official MCP.
Problem with MCPs and authentication error in HPC system (www.reddit.com) Hi, I'm working on my university's HPC and want to connect NotebookLM MCP to Claude code. The HPC lacks X11 forwarding, so I can't log in via browser during authentication, and my personal computer is too constrained for the current projec…
Show HN: Speq – A collaborative web-based repository for your product's spec (getspeq.com via hn) Hey HN! My friend and I made and just launched Speq: A collaborative web-based repository for your product's specification.
Startup request: MCP household appliances (news.ycombinator.com) Please if one of you guys can make a startup on hardware make appliances that can be interacted through an MCP. Then for normies you can charge a $10-$20/mo subscription and give them a chat interface on their phones to manage them all out…
Show HN: Keryx: TypeScript framework where one Action becomes HTTP, WS, CLI, MCP (www.keryxjs.com via hn) MCP-Native Every action is automatically an MCP tool. AI agents authenticate via built-in OAuth 2.1, get typed errors, and call the same validated endpoints your HTTP clients use — zero extra configuration.
Be super careful, we might destroy your computer, share your secrets, or whatever (www.reddit.com) "Security Warning The MCP server will execute LLM generated code in Blender without any guards in place to protect your data from removal or being sent to a remote location. To keep your data safe it is recommended to use a virtual machine…
built an immigration eligibility mcp server. ask claude where to move. (www.reddit.com) for the claude desktop users here. i run transita, a visa eligibility matcher across 8 countries and 45 pathways.
Simplebanking: German open-source banking in your Mac menu bar (with CLI/MCP) (www.simplebanking.de via hn) Sieh deinen Kontostand direkt in der Mac-Menüleiste. Sparkasse, N26, Volksbank & Co.
Loadam – k6 load tests, contract suites, and MCP servers from any OpenAPI spec (www.npmjs.com via hn) Loadam CLI — generate test rigs and MCP servers from API specs loadam Point loadam at an OpenAPI spec. Get back a working k6 load test, a Schemathesis contract suite, and an MCP server for agents — in one command.
MCP-ratchet: Go package for enforcing tool call order in MCP servers (github.com via hn) mcp-ratchet A Go package for enforcing tool call order in MCP servers using configurable token-based dependencies. Problem LLMs often attempt to call tools in the wrong order or without necessary prerequisites, leading to: Failed API calls…
MCP tools returning 'Meta' object has no attribute 'get' in Cursor? Here's what's happening. (www.reddit.com) Been fighting with this for a while — Cursor's MCP client fails on tools that return bare strings without _meta. Error shows 'Meta' object has no attribute 'get' on every tool call.
OWASP Agent Security Regression Harness (github.com via hn) OWASP Agent Security Regression Harness The OWASP Agent Security Regression Harness is an open source, vendor-neutral test harness for running executable security regression scenarios against agentic applications and MCP-integrated systems…
Claude for Cybersecurity tasks (www.reddit.com) Just some ways in which I use Claude for cybersecurity work. Prioritizing Vulnerabilities: By uploading scan reports, asset lists, and using the Model Context Protocol (MCP), Claude can analyze and prioritize critical findings, determine p…
Ask HN: Try npx -y sharedmemory/MCP-server (news.ycombinator.com) Building Shared Intelligence for teams and AI Agents
ScopeGuard 0.0.7: Your Go-to linter for scope and shadow issues, now with MCP (old.reddit.com via hn) could not extract summary
Show HN: TurnZero – Persistent Expert for LLMs (news.ycombinator.com) In an attempt to reduce cold starts in AI sessions Ive made a tool that runs as an MCP server and loads the context before Turn 0. Two things happen: Personal Priors - your workflows and standards loads once per session and persists across…
gRPC service to MCP server with a single proto annotation, autogen for slackers (github.com via hn) Turn any gRPC service into an MCP server with a single proto annotation. Zero changes to your gRPC server.
Your App Should Ship an MCP Server (justin.poehnelt.com via hn) I embedded an MCP server inside a native Rust prose editor. It became the single most impactful architectural decision I
25-tool MCP server that gives Claude graph-aware access to your Obsidian vault (www.reddit.com) I built obsidian-mcp — graph-aware MCP server for Claude/Cursor (backlinks, Dataview, safe rename in one call) Most "Obsidian + AI" integrations expose read_file and write_file and let the model figure out the rest. That works on a small v…
Free reference site for getting into AI agents — tools, workflows, and Claude Skills (www.reddit.com) Built this over the past month as a free reference site for people getting into AI agents. What tools to use, where to start, what each tool does, and how the agent-tool landscape fits together.
Wordpress MCP - full stats (www.reddit.com) I am trying to build my own stats collector using APIs. Wordpress built in stats only returns a rolled up stats and not the full details.
I’ve been building Sunnyy: a voice-first Mac assistant that actually drives your apps. Just opened the waitlist for the early build. (www.reddit.com) Quick rundown since most "AI for Mac" posts are vague. It lives on your Mac and you talk to it like a person.
Connect your AI Agent to a whatsapp number.. (www.reddit.com) Hi All, I made a MCP server (Gavi Whatsapp) that enables you to connect your agents to your whatsapp business accounts easily and send whatsapp messages. It exposes these tools: Tool What it does send_message Send free-form text within the…
Worlds for agents (www.reddit.com) I wanted to give agents a virtual world: one that has structure and substance and a programmable schema, and realtime communication. So I built a thing.
Show HN: An Agent First Slack CLI (github.com via hn) Hey folks, My team and I have been building a background agents as a service product. One of the things we needed pretty early on was for some way for the agents to be able to drive slack.
I built a tool that converts your API into an MCP server in less than a minute (www.reddit.com) I thought making an MCP was a daunting task, but if you already made your REST API, you’re basically done. I made a minimal MCP wrapper that parses your OpenAPI spec, registers your endpoints as tool calls, and works with auth headers.
Solomon Hykes is right that Skills have no packaging format. What would a real one look like? (www.reddit.com) Solomon Hykes posted this last week and I found it thought provoking. I scanned the replies and it seems like it's actually a pretty hot topic that no one really knows how to solve.
How to optimise MCP responses to save on tokens usage for my agent? (www.reddit.com) Hello All. I am building some AI agents and i found it can be expensive to use MCP servers because responses can be long.
Oruk (global breaking news wire with SSE, REST API, and MCP support) (oruk.ai via hn) Get a Pro subscription or above to see the live story progression and the full list of independent sources confirming each event as they happen. Log in to upgradeCreate a free account to use the public wire and manage upgrades later.
Found Zero day Claude Desktop + Chromium bug need to know where to submit report. (www.reddit.com) Looking for official link / process to submit a vulnerability report for a high-risk official Claude Desktop + Chrome extension + native host + Cowork/MCP configuration that can become RAT-equivalent if a session, prompt chain, same-user p…
MCP context-forge GA version released (ibm.github.io via hn) ContextForge¶ An open source registry and proxy that federates MCP, A2A, and REST/gRPC APIs with centralized governance, discovery, and observability. Optimizes Agent & Tool calling, and supports plugins.
Show HN: "Woo", a multi-user world for agents (woo.hughpyle.workers.dev via hn) World of Objects. It's basically LambdaMOO, but over Cloudflare Durable Objects and MCP.
Show HN: Porting partially deobfuscated Old School Runescape to use LWJGL 3 (github.com via hn) I tried to make this because I need the port to CheerpJ with a custom WebSocket wrapper that the private server is also modified to accept. The desktop client works flawlessly even on my Mac Mini M4 because LWJGL 3 ships an JNI implementat…
Mosaic: Local MCP server for agent memory (github.com via hn) Mosaic Local MCP server for structured agent memory — hex lattice, hybrid retrieval, governed writes, and budgeted context — backed by HexxlaDB. Why Mosaic Mosaic keeps agent memory on infrastructure you operate: MCP on localhost, optional…
Bouncy – A small Rust web scraper with built-in MCP support (github.com via hn) Tiny Rust headless browser for scraping. bouncy is a web scraper.
Metta-4 – Learn from Anything. Ship Nothing You Don’t Own. (www.reddit.com) Metta-4, a Python synthesis engine that feeds JL Engine. It takes open specs — MCP servers, A2A agent cards, skill directories, and similar inputs — and turns them into native artifacts..
I built an open-source bridge so AI agents can read WHOOP health data safely (www.reddit.com) I’ve been experimenting with a practical personal-data use case for AI agents: letting an agent understand your recovery, sleep, strain, and workouts without manually exporting data or pasting screenshots into prompts. I built an unofficia…
Show HN: Shell-MCP, per-directory shell allowlisting for Claude Desktop (github.com via hn) shell-mcp Scoped, allowlisted shell access for Claude Desktop and other MCP clients. shell-mcp is a small Rust binary that speaks the [Model Context Protocol] over stdio.
anyone else trying to pipe their own data into claude via mcp? (www.reddit.com) I'm trying to build a reliable local RAG setup for claude and it is just exhausting. I want claude to have access to my github repos and past project docs without me copy-pasting everything into the window every morning.
Agentic AI Architecture in 2026 — What do you know about MCP, A2A and how enterprise systems are actually built? (www.reddit.com) Most discussions around AI are still focused on models. But in production, the real challenge is architecture.
Claude Code's first turn costs 38k tokens before you type anything (www.reddit.com) I've been digging into how Claude Code structures its prompts. Your context arrives in two parts: - System instructions: the agent prompt itself.
Show HN: doola (YC S20) MCP: we built a way to start an LLC in Claude and Replit (www.doola.com via hn) doola MCP: Form Your LLC Inside AI Chat - doola is for Do'ers: LLC Formation, Bookkeeping, Business Taxes, and E-Commerce Analytics Already Have an Account? Sign In Products AI Co-FounderFormationBookkeepingTaxesAnalytics Partner with Us R…
A local-first proxy and trace viewer for MCP servers (github.com via hn) MCP Observatory See every message your AI agents send. A local-first proxy and trace viewer for the Model Context Protocol.
Crow-CLI/crow-CLI: Minimal MCP based ACP agent (github.com via hn) 🐦⬛ Crow Monorepo for crow-cli and crow-mcp. Crow is a two-layer system: an ACP agent (crow-cli) that does the thinking, and an MCP toolserver (crow-mcp) that does the doing.
Looking for helpful people to test out Migration (www.reddit.com) Thoth now has a Migration Wizard. Move your setup from Hermes Agent or OpenClaw into Thoth safely - without trusting any legacy runtime state.
Claude getting paranoid / neurotic? (www.reddit.com) I have been working with Claude to scan through some jira tickets, create a confluence page and generate coding prompts that i then refine and pass to another Claude to execute. Claude#1 has become increasingly concerned about some blocks…
How are you giving AI agents access to private internal docs? Genuinely curious what's working (www.reddit.com) Been talking to a bunch of engineers building internal agents and kept hitting the same wall — the agent is great at general questions, falls apart the moment it needs to answer something that lives in a private GitHub repo or internal Not…
Managing Claude Code skills/plugins without turning `.claude` into a junk drawer (www.reddit.com) I built Agent Brain after running into a Claude Code problem I suspect other power users have too: the setup becomes valuable before it becomes legible. Personal skills, project skills, plugin-installed skills, prompts, MCP config, hooks,…
Building agents that reach production systems with MCP (claude.com via hn) - April 22, 2026 - 5min Agents are only as useful as the systems they can reach. Teams tend to converge on three approaches for connecting them to external systems—direct API calls, CLIs, and MCP.
Creation OS: local σ-gated LLM runtime — BitNet/Qwen/Gemma, abstention, conformal gate, MCP, no cloud (www.reddit.com) I’ve been building a local-first AI runtime that wraps local LLMs with a σ-gate — a measurement layer that decides ACCEPT, RETHINK, or ABSTAIN before an answer reaches you. The idea: local models should be able to say “I don’t know” instea…
Show HN: MAItion – Open-source RAG with pluggable connectors and chat UI (github.com via hn) Hey HN, We wanted to share a new tool we’ve been working on. Even when documentation is well-structured, sometimes it’s hard to find what you need.
*LIVE: Streaming Claude using the brand-new Blender connector | vibe-coding a 3D D&D campaign scene from scratch via voice.* DROPPED <24 HOURS AGO (www.reddit.com) Anthropic's Blender MCP connector dropped yesterday. I got it running an hour ago.
Bringing Enigma to LLMs with enigmapython-MCP (github.com via hn) Enigma Python MCP Server An MCP (Model Context Protocol) server that brings the capabilities of the enigmapython library to LLMs, allowing them to encrypt and decrypt messages using historically accurate Enigma machine emulators. Features…
Building Smarter AI Agents for Data Science Workflows (www.reddit.com) One thing I keep seeing with agent workflows (Claude, GPT, etc.) is this gap between “it works” and “it works well in production.” Agents are surprisingly good at figuring out what to do in a data science workflow with minimal prompting. B…
Fixing the "API Error: Stream idle timeout" error in Claude Code on the Web (www.reddit.com) Trying to use Claude Code on the Web can result in timeout errors when pushing to GitHub. This is because Anthropic currently provides prompting direction to "use the GiHub MCP for all GitHub Interactions" and Claude interprets this to mea…
HELP! Codex started blocking tool calls (www.reddit.com) Codex just changed something in the past week that is stopping the majority of my tool calls. For most of them it is forcing it to stop and ask approval, even though it's been approved repeatedly, and some are completely blocking it.
A safe, fast, stall-proof MCP server for Windows providing a complete set of file, directory, text, and command-execution tools. (www.reddit.com) https://github.com/MauriceCalvert/WinMcpShim Eliminates stalls caused by rogue output on stdout that plagues all other MCP servers. Fast.
Run, Learn and test Agentic AI for free, on your browser! (Open AI Models are included) (www.reddit.com) Hey Everyone, Over the last few months, I noticed a massive gap in how we learn about Agentic AI. There are a million theoretical blog posts and dense whitepapers on RAG, tool calling, and swarms, but almost nowhere to just sit down, run a…
↯ Fine Tuning↯ Function Callingfunction-callingfine-tuningrag+3
Should web apps expose their main user flows to agents? (www.reddit.com) Hey, FE dev here, working at SaaS startups for over a decade, plus coding a couple of side projects on my own - none released yet, but hope dies last :D At my current team we’re actively working on integrating an AI assistant into our prod…
Show HN: Agented, a Text Editor for LLMs (github.com via hn) Hi everyone, I guess a lot of you by now know this pain. The agent goes off in some direction for fifteen minutes, half of it is wrong, and you're left trying to reconstruct from memory which parts to keep, because undo is one line back to…
I tested Claude + Blender MCP for real 3D workflows and here's the honest result (www.reddit.com) Saw a lot of hype around Blender MCP this week so I decided to actually test it with two real workflows instead of just reading about it. Test 1: Build a scene from scratch Typed one sentence describing a cyberpunk room.
Just shipped: live-canvas skill in liteagents (www.reddit.com) I built with Claude a skill to solve UI iteration with AI is mostly context-switching. Reload, screenshot, describe, paste, repeat.
Show HN: Despatch – Project management for systems thinking, not just software (despatch-demo.vercel.app via hn) I've been experimenting with a project management tool for disciplines that use systems thinking, so government services, infrastructure, energy, (non-software) engineering. Things that Jira, Asana, Monday etc.
Rust Bucket: Agent-first Rust project bootstrapper (github.com via hn) * AI CODE CREATION GitHub Copilot Write better code with AI GitHub Spark Build and deploy intelligent apps GitHub Models Manage and compare prompts MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow…
Copilot Cloud Agents and OSS in 2026 (www.reddit.com) What is it that makes Github Copilot cloud agents so easy to use (developer friendly). - Is it the integration with the github UI (assign to agent)?
the AI OS has a missing layer (www.reddit.com) been seeing a lot of "AI OS for companies". agent runtimes, MCP, the YC RFS, half the new yc batch.
Show HN: Cordon – Security gateway for MCP tool calls with HITL approvals (github.com via hn) MCP lets LLMs call real tools, databases, file systems, APIs. The spec has no security model.
Solution for MCP Tool Sprawl (www.reddit.com) I am prototyping a platform for collaborative AI agents and was running into the MCP tool sprawl issue. Concrete example - NotebookLM exposes 38 low-level tools, where I really just needed one: ask analytical questions of one notebook.
MCP Apps put user data into the model context. That is the point, not the bug (mcprunbook.com via hn) A working example of Interactive MCP Apps, also known as ChatGPT Apps on the OpenAI side. Tredict ships two MCP tools that render actual widgets inside Claude.ai and ChatGPT, not plain text summaries.
My AI Agents killed my VPS server. AGI cancelled. (www.reddit.com) A true story about recursion, good intentions, and 642 processes that nearly killed a server. It started, as all great disasters do, with a single line of YAML.
Show HN: VibeBrowser – Give your AI agent your real logged-in browser via MCP (www.vibebrowser.app via hn) Show HN: VibeBrowser – Give your AI agent your real logged-in browser via MCP
Show HN: Built a local-first way to make AI context reusable across tools (www.proxvanta.com via hn) Built ProxVanta over a few weekends after running into the same problem over and over: useful AI context ends up scattered everywhere. Some in GitHub, some in Slack, some in docs, some in people’s heads, and some via posts from people tell…
How is the Chrome MCP so bad? (www.reddit.com) I can't be the only one having trouble using the Claude on chrome mcp right? It worked well for like a week and then suddenly Claude can't use chrome anymore.
Claude Code IDE – A Local Web IDE Wrapping Claude Code's CLI (github.com via hn) ⚡ Claude Code IDE A full-featured local web IDE that wraps Claude Code's CLI with real-time terminal emulation, project/session management, file processing, and MCP integration. Built entirely in Python and vanilla JavaScript — no framewor…
Show HN: Multi Kanban Task Board and MCP Server (github.com via hn) I hope this passes the bar of non-trivial. I built a simple multi user, multi board, kanban MCP server.
MCP for financial analysis (www.reddit.com) Has anyone experimented with MCP for financial analysis? I've been toying with xfinlink (their free tier gives enough to get some good research done) and eodhd cz i have a premium on that and they both have been doing pretty good.
We tested 7,039 sites for MCP support; 5.8% passed a live handshake (8bitconcepts.com via hn) Executive summary NothingHumanSearch has been crawling the web for agent-readiness signals since launch, and the numbers tell a consistent story about the gap between claiming MCP support and shipping it. As of 2026-04-27 the index holds 7…
Open Museum – an MCP server for license-verified search across museums (github.com via hn) open-museum-mcp One search across five open-access museum collections, with strict per-museum rights verification and ready-to-use citations. The Met, Cleveland Museum of Art, the Art Institute of Chicago, Wikimedia Commons, and Europeana…
Tool/connector schemas leaking into user message stream. Anyone else seeing this? (www.reddit.com) Posting to see if anyone else has hit this and figured out a fix. For about a week, my Claude Chat conversations (opus 4.7) have been showing what looks like tool-registration leakage at the end of every user message I send.
I built a local memory layer for coding agents so they stop re-learning my machine every session (www.reddit.com) Been experimenting with coding agents locally and kept hitting the same issue: they’re smart enough to code, but they repeatedly waste effort rediscovering repo paths, startup commands, preferences, folder structure, etc. So I built Substr…
Stop Asking Claude To Compute RSI. It’s Embarrassing For Both Of You. (medium.com via reddit) Practical example: how MCP tool calls cut my financial-analysis token spend by ~90%
Show HN: Klutch MCP: control your credit card programmatically via Claud (www.klutchcard.com via hn) We built an MCP for Klutch. It's pretty cool to have Claude compare transactions and draw charts on them or have Claude use our transaction rules to control the card such as: "Make my Claude card only work for Claude or Open AI, set a limi…
Show HN: Lightport – AI gateway that makes LLM providers OpenAI-compatible (github.com via hn) I am making Lightport open-source – the AI gateway that's been powering Glama. GitHub: https://github.com/glama-ai/lightport Live: https://glama.ai/ai/gateway Why?
Clio MCP Open-source Claude connector for law firms (github.com via hn) Clio MCP Server: Connect Claude to Clio Practice Management Open-source Model Context Protocol (MCP) connector that lets Claude read live data from Clio — matters, contacts, documents, tasks, calendar, and billing — without copying client…
Local Figma Port – export scoped design context to MCP for AI coding agents (github.com via hn) Local Figma Port A local-first bridge between Figma and AI coding agents. Local Figma Port connects Figma design data directly to AI coding tools.
Show HN: Pdfnative-MCP – Model Context Protocol server for the pdfnative engine (www.npmjs.com via hn) pdfnative-mcp is an MCP server that bridges the pdfnative engine with any MCP-compatible AI client. It provides tools to generate documents with digital signatures (RSA/ECDSA), ISO barcodes, and complex script shaping (Arabic, Thai, Indic).
I gave Claude memory 3 months ago. Now it can reason over it, forget intentionally, dream, and veto bad answers before I see them (www.reddit.com) Three months ago, I dropped a project here called Vestige, a local MCP memory server for Claude built on cognitive science rather than brute-force vector search. The philosophy was simple: Claude shouldn’t just hoard data forever.
Unifying Desktop and Code and Voice Bot? (www.reddit.com) I find that I spend a fair amount of time in Claude Desktop and then some time in Claude Code ( when I am developing a MCP or integration. I also built ( using Claude Code ) a voice-based bot.
SharkMCP: A Swiss-knife MCP server for analysing PCAP files (github.com via hn) SharkMCP An MCP server that exposes sharkd — Wireshark's programmatic interface — as a set of tools for LLMs. Load PCAP/PCAPNG files and analyse them with natural language.
Got access to Claude (no token limit) via org setup, how to make the most of it? (www.reddit.com) Hey folks, Recently my organization provided access to Claude (terminal-based) for a few of us, and it comes with no token limit, which is great. However, it’s deployed on a Google workstation environment, so I can’t run it locally, and th…
Show HN: Sverklo – local-first MCP code intelligence (and the runs we lose) (sverklo.com via hn) Sverklo, on the record. A local-first MCP code-intelligence server, two reproducible benchmarks, and an 8-page preprint that publishes both.
Built an MCP connector for official Python docs .. no API keys, no unofficial sources (www.reddit.com) I built an MCP server for Python stdlib docs with one goal: make it easy to defend in a company environment. https://github.com/ayhammouda/python-docs-mcp-server The core idea is simple.
Which is the best AI agent to use for development of website and Architecture design and which mcp (www.reddit.com) Basically i want to do a fresh start with this AI agentic Development, Anyone here can guide to which is the best set of tools to use and which mcp and plugins do i need to setup. Consider i am going to use Claude code and i use some time…
Show HN: Doom Inside Claude Code (github.com via hn) I'm sharing this on behalf of a friend. This program runs the original Doom game within the Cloud Code Text User Interface.
Another way to use local llm, have an MCP server that talk to a Qemu computer. What do you think? (www.reddit.com) I think is nice to contain the MCP into a Qemu enviroment where the LLM can do whatever ... here is doing GDB on a LVGL program.
Native Dialog popup failures (www.reddit.com) I'm currently creating a couple of agentic workflows that include various cases of downloading files automatically on different UIs, but, since I'm using chrome MCP for navigation, whenever a "save as" dialog shows up, claude is unable to…
Using MCP to stop wasting tokens on WP translations (www.reddit.com) I finally got a workflow running for my blog that isn't a total token sink. Normally, if you try to translate a WordPress post in Claude, you end up pasting a mess of HTML or blocks.
What is your night claw protocol ? (www.reddit.com) When I first started with openclaw I realized right away it wasn't going to run overnight. It was like a special chat bot with cli access and could run extended session tasks.
Pre trade check prompt using Claude + Market Pulse MCP - what do you think? (www.youtube.com via reddit) Claude can now run complex technical analysis if you feed it the right data. Are junior stock analysts cooked as well?
I built Tarn — API tests Claude Code can write, run, and debug end-to-end (open source, MCP server included) (www.reddit.com) Hey r/ClaudeAI — I just open-sourced Tarn, a CLI-first API testing tool I built collaboratively with Claude Code over the last few months. It's free, MIT-licensed, and a single static binary you install with curl | sh or cargo install.
Show HN: I replaced a memory app with two Markdown files and a Git repo (news.ycombinator.com) I got tired of re-explaining myself to AI tools every session. Claude forgets me.
An MCP server for LinkedIn Ads (because the API is a nightmare) (github.com via hn) LinkedIn Campaign Manager MCP MCP server for the LinkedIn Marketing API — query campaigns, performance, and Lead Gen Forms from Claude in plain English. 19 read-only tools covering ad accounts, campaigns, creatives, performance analytics,…
How are teams handling permissions for AI agents that can call tools? (www.reddit.com) For people using agents with tools, APIs, MCP servers, internal apps, Slack etc, how are you handling permissions in practice? Do you mostly keep agents read-only, or allow them to take real actions too?
OpenPact (P2P Shared Memory for AI Agents) (www.reddit.com) I wanted a co-ordination layer for multi-agent teams. Separately, I found the Holepunch/Pears stack and found it interesting.
I built a free package manager for Claude Code MCP servers (open source) (www.reddit.com) What I built Every time I wanted to add an MCP server to Claude Code I was doing the same thing: find the npm package, figure out the config format, manually edit `~/.claude.json`, restart. So I built cgcone to make it one command.
I deleted most of my Claude skills last week. Here’s what I actually learned. (www.reddit.com) ----- **TL;DR:** Maxed out Claude with skills, including Superpowers. Got slow and incoherent.
Show HN: Thelawin – Generate EU e-invoices from JSON (thelawin.dev via hn) Hi HN, I built Thelawin because EU e-invoicing is one of those boring problems that gets surprisingly deep once you ship it. The basic idea is simple: send invoice JSON, get an EU e-invoice back.
Show HN: Ctxbrew – Ship and Use LLM-friendly library context (github.com via hn) ctxbrew is a CLI and protocol for shipping and consuming LLM-friendly library context. If you’re building a package and thinking of creating an MCP server for your users, you should consider ctxbrew as a simpler alternative and focus on th…
I built an MCP server (with Claude Code) that tells you the blast radius of a code change, its free, open source, and open to feedback (www.reddit.com) I built Impact Graph MCP using Claude Code. It’s an MCP server that does AST-based impact analysis for TypeScript codebases, so Claude can tell you things like “if I rewrite loginUser, what else breaks?” What it does: You give it a functio…
Built an MCP server that pulls startup GitHub signals for investors. Not sure MCP is the right surface for this. (www.reddit.com) Looking for a sanity check from this sub before I keep building on the agent surface. The thing I made tracks commit velocity across a few thousand startup GitHub orgs and ranks them by how much each org has accelerated relative to its own…
Plugins Confuse me (www.reddit.com) Hey everyone, plugins confuse me a lot. If anyone uses them outside of just their manually put together MCP servers, I would love to learn the technical difference between them.
Blender MCP failed (www.reddit.com) I followed the instructions from the blender mcp github . Error: "MCP blender: Server disconnected.
How to build a local real-time clock MCP server for Claude Desktop (www.reddit.com) I wanted Claude to know the actual current time without searching the web. Here's how I built a simple local MCP server that does exactly that.
Show HN: Routiium – self-hosted LLM gateway with a tool-result guard (github.com via hn) Routiium is a self-hosted, OpenAI-compatible LLM gateway I built. It does the table-stakes things you'd expect — managed keys, routing, rate limits, analytics — but the part I want to flag for HN is what it does on the agent side.
Built Claude Squad - a multiplayer coding session where each person connects their own Claude Code as an agent (www.reddit.com) Hey everyone! I built Claude Squad, a self-hosted tool that lets multiple people share one coding session through Claude Code.
Need help figuring out how to use existing design library from figma/ mcp on cursor having same variables and tokens across. Push change on UI to cursor and manage frontend. Please help. ( via reddit) could not extract summary
Show HN: Bulk URL Checker – check 75k URLs from any LLM via MCP (bulkurlchecker.com via hn) Tired of false positives and 429 errors? Check up to 75,000 URLs in the cloud with proxy rotation, smart rate limiting, and reports that actually complete.
How to setup custom MCP with an API key from web app (www.reddit.com) I recently rebuilt a small internal publishing platform for my company’s research notes. I’ve added API key generation and verified it’s working properly.
I solved Claude's context loss problem by giving it an Obsidian vault as long-term memory - 26 slash commands, open source (www.reddit.com) The thing that kept driving me nuts about Claude Code: every session starts from zero. I'd explain the same project context twenty times.
Messy Project Rules (www.reddit.com) I’m trying to understand a problem around Cursor / AI coding workflows. For people using Cursor on real repos: Do your project rules ever become hard to manage?
How are you keeping your AI agents from accessing stuff they shouldn’t? (www.reddit.com) One thing I don’t see talked about enough: isolation. It’s very easy to wire up an agent with a bunch of tools (filesystem, browser, APIs, etc.) and suddenly it has way more access than it should.
Looking for testers - people who are selling locally (www.reddit.com) I built yrdsl.app, a digital yard sale tool with a Claude MCP integration. You drop in photos, Claude writes the listings, you get a shareable link like yrdsl.app/you/sale.
ContextSync – MCP server that auto-loads your Linear tickets into Claude Code (news.ycombinator.com) could not extract summary
Agentic AI Foundation (www.reddit.com) The Linux Foundation's newly formed Agentic AI Foundation is now the permanent governance home for both MCP and A2A — a signal that both protocols are becoming infrastructure-grade standards. This is the biggest consolidation of agentic AI…
I Think MCP Will Punish Thin API Wrappers (www.indiehackers.com via hn) I read Anthropic's recent post on production agents and MCP, and one line felt like it described the product bet I have been making with FORMLOVA: Group tools around intent, not endpoints. That sentence is easy to read as implementation ad…
I just built an API to make AI phone calls. (www.reddit.com) Hey reddit, me and a friend just launched an API to dispatch inbound and outbound agents called CallingBox. It can be connected to openclaw via mcp, skills, etc.
Cursor Plugin Suggestions? (www.reddit.com) Can anyone recommend some plugins/MCP tools? I'm not finding many outside of the marketplace inside cursor.
Claude Code: the agent loop is simple, everything else is the real work (www.reddit.com) Been deep in AI agents / ML systems lately, and honestly most content out there still feels like product tours. I stumbled on this paper + repo: “Dive into Claude Code: The Design Space of Today’s and Future AI Agent Systems” Repo: Please…
Show HN: A Swift Payment message validator built from Swift Standard rules (cbprstar.com via hn) I built CBPR Star to allow engineers & testers to validate and edit SWIFT payment system messages for XSD and Business / Usage rules. The interesting bit is the Business / Usage rules, as they are provided in a mixture of prose and pseudo…
Show HN: Google Docs MCP that works (github.com via hn) Hi! Everyone I've shown this to has been confused that it didn't exist already, so thought I'd share with the wider community.
Show HN: Map – Receipts and rollback for AI agents (github.com via hn) Model Action Protocol (MAP) Cryptographic provenance, self-healing critique, and state rollback for autonomous AI agents. MCP gave Claude the hands.
AI fact-checker with guardrail classifier and MCP server (fact-check-analyzer.vercel.app via hn) Verify any claim against evidence.
Time-series forecasting MCP for Claude Desktop (pypi.org via hn) Official MCP server for the Geneva Forecasting API Geneva MCP Time-Series Forecasting & Demand Planning for AI Agents Powered by the Geneva Forecasting Engine — by RoadMap Technologies Geneva MCP brings production-grade statistical foreca…
Kazam – my answer to static sites in the age of Claude being my main author (tdiderich.github.io via hn) AI Native Knowledge Base Structured pages, sidecar annotations, and an MCP server — so your agents can manage your knowledge base the same way your team does. Docs rot.
How do I find the best setup to use claude ? (www.reddit.com) I am a beginner who has just started, and wanted to ask what is the difference between tool, skill, hooks, MCP, cli
Metabocommand – AI agent meta-command system (github.com via hn) * AI CODE CREATION GitHub Copilot Write better code with AI GitHub Copilot app Direct agents from issue to merge MCP Registry New Integrate external tools DEVELOPER WORKFLOWS Actions Automate any workflow Codespaces Instant dev environment…
Cursor-autoresearch: pi-autoresearch port. Like Karpathy/autoresearch (github.com via hn) ◈ Cursor Autoresearch Autoresearch is a single workflow for Cursor and VS Code: MCP tools drive a measurable optimization loop, results append to autoresearch.jsonl, you can add an optional browser dashboard and packaged agent skills (auto…
MCP Scope Creep Is a Runtime Problem, Not a Prompt Problem (sunglasses.dev via hn) The new policy_scope_redefinition category in Sunglasses v0.2.19 exists for one reason: agents do not only fail when they read malicious prompts. They also fail when later-stage text quietly rewrites what the agent is allowed to do.
Qwen 3.6 35B-A3B takes a long time at image processing. Is it happening only to me? (www.reddit.com) 9900x, RTX 4080, 96GB RAM. Llama-cpp, Windows.
How do you share AI skills (skills, MCP, hooks) with your team / small community? (www.reddit.com) I see people putting posts on linkedin or X..but how are people building a close community to share skills in a trusted way?
Show HN: DataFrey – MCP server for Snowflake with text-to-SQL agent (docs.datafrey.ai via hn) I’m a data scientist and I find it hard to use Claude Code for SQL - it doesn’t have DB context. so I made yet another database MCP server!
Claude Desktop: Prompts from MCP Server not visible (www.reddit.com) Hi, Is it just me or are prompts that a MCP server provides not visible in the Claude desktop app? The tools from my MCP are working fine with Claude, but the prompts are not visible when I use Slash.
What actually converts curiosity into repeat use for an agent tool? (www.reddit.com) Gave a coding agent access to 2M+ research papers. Its Python tests caught 63% of bugs; with the papers, 87%. 9-task benchmark. (www.reddit.com) I built an MCP server (Paper Lantern) that retrieves techniques from 2M+ CS research papers and hands them to coding agents as implementation-ready guidance. Wanted to know if this actually changes agent output on practical tasks, so I ran…
Show HN: Modern AI client for Mac with agentic tools, clean UI, builtin privacy (elvean.app via hn) If you don't like Claude Desktop or ChatGPT app you're not alone, here are some of the reasons why I don't like them and decided to built an alternative. Lack of control You can’t control the web-search (depth, breadth and number of source…
Kill Your MCP Servers (anonjon.substack.com via hn) Kill Your MCP Servers The Case for Ephemeral Tooling I‘ve been building with MCP for a while now, and there’s a problem hiding in every agent framework I’ve looked at that nobody seems to want to talk about. It’s not a bug.
Show HN: Built an open-source dashboarding MCP (news.ycombinator.com) Follow-up on last week's Qartez post: the quality benchmark was the more interesting number (www.reddit.com) Using MCP to give Claude actual memory between sessions (www.reddit.com) How are you all handling AI agent memory across machines? (www.reddit.com) Unable to turn off Developer mode (www.reddit.com) Social Media Automation Skill? (www.reddit.com) Hi everyone. I’m just getting into agent skills and was wondering if it’s possible to use Claude skill creator to create a custom skill for a business owner to automate certain actions on their social medias.
I built a tool that gives Claude a permanent memory for your research and decisions — works inside Claude via MCP (www.reddit.com) 30 CVEs filed against MCP servers in 60 days - the agent infrastructure nobody is auditing (www.reddit.com) Is there a way to configure claude cli to give me a "search for MCP servers" option? (www.reddit.com) Is there a place where I can compare generation of tokens per second of 1 GPU VRAM+RAM vs 2 GPUs for those models that don't fit in 1 GPU? (www.reddit.com) I built an MCP server that gives Claude live startup engineering data (www.reddit.com) Anyone actually used Claude Code + WordPress MCP for production site work? How did it go? (www.reddit.com) A notepad that executes notes via your agents. (www.reddit.com) Where is the line between my support to non-technical team and my personal know-how? (www.reddit.com) Cursor plan-bill (using AI model) observation (www.reddit.com) Claude + Neovim (www.reddit.com) Hello Everyone, I put together a Neovim MCP server that lets AI agents interact with your running Neovim instance. They can edit buffers, highlight lines, send commands, query diagnostics, and more.
NicheIQs Experience (www.reddit.com) Curious what other people are doing when their agent needs to evaluate a market. Every pipeline I've seen either has the LLM guess or does raw scraping which breaks constantly.
Skill Doc Generator: Turn Any Docs URL into Claude Skills (github.com via hn) skill-doc-generator MCP server that turns any documentation URL into a Claude Code skill file. Point it at API docs, a framework's docs, or any library reference — the AI agent crawls the relevant pages and generates a ready-to-use .md ski…
Claude and ToDoist (www.reddit.com) My ToDoist keep disconnecting, should I be doing something different? Here is what Claude said: Todoist — it's reconnected now and the tools are live.
Anthropic won't own MCP 'design flaw' 200K servers at risk, researchers say (www.theregister.com via hn) Anthropic won't own MCP 'design flaw' putting 200K servers at risk, researchers say Bug or feature? A design flaw – or expected behavior based on a bad design choice, depending on who is telling the story – baked into Anthropic's official…
ShieldPi – MCP server for monitoring deployed AI agents (pypi.org via hn) MCP server for ShieldPi Watchtower — run LLM security scans, generate drop-in guardrails from scan findings, operate the AI SOC analyst (incident triage + kill-chain reconstruction), and query the live agent monitor from Claude Desktop / C…
Show HN: An MCP server that lets AI compose music on a hardware synth (namirsab.dev via hn) Hey everyone! For the last 2 weeks, I've been working on an MCP server for my Novation Circuit Tracks (in case you don't know what it is, is just a little device to make electronic music).
Ask HN: Judge My Idea: Converting web pages into APIs and index them (news.ycombinator.com) I want to build an AI Agent that discovers all the functionality, data etc on a given website, and build an API/MCP/CLI (not sure about the interaction format yet). Then it will index it and serve it over an API/MCP/CLI.
Show HN: mcp.hosting – The easiest way to install MCP servers (mcp.hosting via hn) Hey HN, adding new mcp servers by hand-editing JSON across Claude Code, Claude Desktop, and Cursor is annoying. So I built mcp.hosting, the easiest way to install MCP servers.
Google Calendar plugin lost functionality. What are alternative MCPs? (www.reddit.com) (This is not a bug report, I'm looking for alternative MCPs) I just update Claude and lost functionality(Claude Code: 2.1.112 ). One of my favorite use cases is gone.
Claude Code + n8n-MCP keeps generating workflows that need hours of debugging — what am I missing? (www.reddit.com) I’ve been trying to use Claude Code to generate production-ready n8n workflows but every single output needs massive debugging before it actually works. My setup: • Claude Code with n8n-MCP installed • n8n skills installed on claude code •…
I'm creating a platform for using MCP powered coworkers. Works great with Codex. (www.reddit.com) The MCP flow with auth also turned out pretty smooth and I'm please with how quick it is to set up a connection. The main benefit for me was having a 3d avatar read aloud summaries of long running tasks and updates.
Shareable Link MCP For Claude (artishare.app via reddit) A bit of background, the company I work at has been piloting Claude for our enterprise platform, something that emerged early on was the artifacts are awesome for people to quickly get interactive dashboards to other groups or departments…
Show HN I made my vacation rental bookable by AI agents–no Airbnb, 0% commission (hemmabo-mcp-server.vercel.app via hn) { "schema_version": "1.1", "protocol": "mcp", "protocol_version": "2025-03-26", "name": "HemmaBo Federation MCP Server", "description": "Direct booking infrastructure for vacation rentals. Search properties, check availability, get live pr…
the shortest path to "Claude that actually knows what I did today" is one npx command (www.reddit.com) every other day someone here posts about karpathy's llm wiki idea, or "how do I give my agent context about me," or "I want a personal knowledge base my AI can use." and then the comments are always the same - build RAG, write a pipeline,…
Providing these 3 resources instantly improved my agents (www.reddit.com) Have been running Claude Code and Codex heavily for both coding and non-technical work, but started looking for new solutions as my work scaled and my markdown docs and skill directories were bloating. I wanted better agent persona/skill o…
Show HN: Covalence – Cross-Client Memory for Claude, Cursor, and MCP (macOS) (covalence.app via hn) I use Claude Desktop, Claude Code, and Cursor daily. They all have memory now, but none of them share it.
An MCP control plane that sits between your agent and every tool it can reach (datris.ai via hn) From Demo to Production: Building an MCP Control Plane Inside Your Agent Architecture — Datris.ai Datris.ai HomeFeaturesArchitectureRAGMCPBlogDocsVideosContactGitHub Log inGet API Key DashboardProfileLog out Back to Blog April 9, 2026·Todd…
I cataloged 500 vibe coding tools so you don't have to (news.ycombinator.com) Hi HN, I built this because I was finding myself drowning in a sea of new 'AI agents' every single week. I wanted one centralized, curated directory that cut through the noise, specifically focused on the 'vibe coding' ecosystem.
Feedback on iOS app with local AI models (www.reddit.com) Hey everyone, I just shipped an iOS app that runs local AI models. Current has 12 models: Gemma 4, Llama 3.3, Qwen3, DeepSeek R1 Distill, Phi-4, etc.
Open-source tool to keep multiple AI agents in sync (skills, configs, MCP, etc.) and support monorepos (www.reddit.com) If you’re using more than one AI agent in the same codebase, you’ve probably already hit this: Same skills. Same configs.
Built an MCP server that turns Claude into a fully autonomous Twitter manager (www.reddit.com) Wanted to share an agent workflow I built for managing Twitter/X autonomously. Architecture: MCP server exposes 15+ tools (create tweet, create thread, schedule, batch schedule, upload media, get analytics, manage evergreen queue, etc.) Vo…
Show HN: Fleeks – Build anything, Deploy Anywhere. (docs.fleeks.ai via hn) Hello HN, We built Fleeks because the biggest bottleneck for AI agents isn't reasoning—it's infrastructure. Most agents (whether in an IDE like Cursor/Claude Code or a custom autonomous swarm) are stuck in a "sandbox." They can write code,…
Built a visual memory layer for Claude — see what Claude remembers about your projects (open source, free, WIP) (www.reddit.com) Claude already has memory — but it's a black box. You can't see what it knows, what decisions were made, or how your project is progressing.
Token-optimized repo exploration harness for AI agents (www.reddit.com) Just released repo39 CLI + MCP server that gives AI agents a compact view of any codebase. The core idea: agents pay per token, so every tool call should return the minimum needed to understand a repo.
I built a local-first MCP server that gives Claude Code persistent memory, a knowledge graph, and a consent framework — and Claude is just the first client (www.reddit.com) I've been building this for a couple of years. It started as "what if my AI assistant actually remembered things," and it became something bigger.
Teaching AI Agents to Speak Hardware (quadric.ai via hn) Teaching AI Agents to Speak Hardware AI agents hallucinate when they hit domain-specific silicon knowledge like the Chimera GPNPU. We built an MCP server to address that.
Show HN: Originary – emit signed records for MCP tools (github.com via hn) PEAC Protocol Portable signed records for agent, API, MCP, and cross-runtime interactions. PEAC is the open standard for verifiable interaction records across APIs, MCP servers, x402-powered payment flows, paymentauth / MPP, ACP, A2A workf…
Which companies do context engineering well with their MCP servers? (news.ycombinator.com) What are the companies you've seen provide the most useful context for the MCP servers offered?
LeftGlove – MCP server that makes websites usable by AI agents (npx leftglove) (github.com via hn) LeftGlove Make any website usable by AI agents. Point an LLM at a web page and it sees 10,000 DOM nodes — nested divs, ARIA wrappers, SVG icons, tracking pixels.
How are people connecting to Quickbooks? (www.reddit.com) Background: I'm a dev that's been using OpenAI models with local harnesses + MCP for months. Now I'm trying to get our non-tech team on Claude.
Show HN: SafeWeave – 8 security scanners as an MCP server inside your AI editor (safeweave.dev via hn) 8 scanners. One MCP command.
MCP Roadmap (blog.modelcontextprotocol.io via hn) The updated Model Context Protocol roadmap for 2026: transport scalability, agent communication, governance maturation, and enterprise readiness, plus guidance on SEP prioritization and how to get involved.
MCP Code Mode and Erlang: Building a True Google Workspace Universal "MCP" (sean.lyn.ch via hn) MCP Code Mode and Erlang: Building a true Google Workspace Universal "MCP" (hattip to my coworker Eric O’Connor for 100% of this) One of the benefits of the current MCP vs Skills war of words is smart people sharing creative solutions. The…
Bws-MCP-server – giving AI agents a controlled path to Bitwarden secrets (blog.crawley.systems via hn) An open-source MCP server that wraps Bitwarden Secrets Manager, giving Claude, Hermes, and every other agent in your infrastructure a controlled, audited path to read and write secrets — without defaulting to sh -c or leaking them through…
Show HN: OpenBindings – One Contract for REST, gRPC, MCP, GraphQL and Beyond (openbindings.com via hn) One contract for your REST API, CLI tool, gRPC service, MCP tools, GraphQL endpoint, and whatever comes next. OpenBindings doesn't replace your OpenAPI doc, proto file, or MCP server.
Show HN: Agent Citizen – Your AI agents are sitting around doing nothing (agent-citizen.vercel.app via hn) Platform where you point your AI agents at real-world issues (clean water, climate, healthcare) via MCP. Agents discover work, claim issues, and submit PRs without a browser - you just review.
I built an MCP server with 175 tools that turns Claude into a full recruiting ops layer for Greenhouse (www.reddit.com) Why I built this: I work in recruiting and spend a lot of time in Greenhouse doing repetitive work, pulling pipeline reports, checking who needs follow-up, running the same searches over and over. When MCP came out I realised I could conne…
App speed / performance (www.reddit.com) Hello- I have a question lookign if someone solves this type of problem, I vibe coded (with Claude code) my own diet app, which has been great to track what I eat and calories, and mainly great because I created an mcp and I can basically…
My First Claude Workflow Works… Until I Automate It 😅 (www.reddit.com) Setting up my first Claude workflow and ran into an automation limitation—looking for advice. What I built: A workflow with skills and subagents that scrapes new Gmail messages and emails me a summary.
Sekha — persistent memory for Claude Code (stays across sessions), plus rules the AI has to follow (www.reddit.com) I got tired of re-explaining my preferences to Claude Code every morning, so I built Sekha: https://github.com/Thoth-soft/sekha What it does: **Remembers things across sessions.** Tell Claude "I prefer Postgres over MySQL for new projects"…
Total Noob: I want to build a local, uncensored "Brain" for Home Assistant/MCP. Where do I start? (www.reddit.com) Hey everyone, I’m completely new to the local “AI” (ground zero), but I have a specific goal: I want to host my own AI to manage Home Assistant and handle MCPs servers for my work, cybersecurity. The catch?
SQLite-memory-MCP – local-first MCP memory on SQLite WAL (github.com via hn) SQLite Memory MCP Server A production-quality SQLite-backed MCP Memory stack with WAL concurrent safety (10+ sessions), FTS5 BM25 search, session tracking, task management, bridge sync, collaboration workflows, and a native system tray tas…
GitHub PR Review Context MCP: Give Your AI Institutional Memory (www.reddit.com) could not extract summary
Ask HN: How should AI agents discover and order real-world services? (news.ycombinator.com) llms.txt lets agents read websites. MCP lets them call tools.
Claude Voice Mode does not invoke MCP tools? (www.reddit.com) Hi, I've been building a personal assistant that I could use in Claude project on my phone. Since you can add custom connectors, I thought it would be a great idea to put all functionality that I need in my own MCP server.
The MCP Coding Toolkit Your Agent Desires! (www.reddit.com) A little over a year ago we released the first version of Serena. What followed was 13 months of hard human work which recently culminated in the first stable release.
What's new in CC v2.1.105 system prompt (+4,895 tokens) (www.reddit.com) NEW: Skill: Verify skill (runtime-verification) — Added alias of the Verify skill registered under the /runtime-verification slash command name with identical content but different frontmatter invoke name. REMOVED: System Prompt: MCP Tool…
Introducing Lightweight PDF! MCP extension that saves tokens on PDF tasks for Claude desktop. (www.reddit.com) Github Page: https://github.com/noobieisgod/Lightweight-PDF This extension works for FREE users too, it just requires the Claude desktop app. So as you can see from the releases page of the Github, I've been working on this non-stop for ab…
I built an MCP server that gives Claude Code image/video generation, web search, and smart multi-model routing (www.reddit.com) I built mcp-multi-model — an open-source MCP server that extends Claude Code with capabilities it doesn't have natively. **What it does:** - Generate images and videos right in the terminal (via Gemini Imagen & Veo) - Smart routing: resear…
Agentic AI | Confusion between reading the context of SKILL and reading the file (www.reddit.com) Hey all, I am building a system that supports skill reading with progressive disclosure. Initially, I include the skill name and description in the system prompt, and I have a function tool called read_skill that reads the content of a ski…
Best approach to building an AI agent to work with your enterprise solutions? (www.reddit.com) I’m exploring different ways to build an AI agent for enterprise use cases and would love to get some opinions from people who’ve done this in practice. Here are the approaches I’m considering: 1.
Show HN: SEOLint – MCP server that lets Claude scan any site for SEO issues (seolint.dev via hn) SEO that behaves like a linter. Runs inside Claude Code via MCP, grades every fix against Google Search Console, ships PRs when you let it.
Opinions on the Cephalopod Coordination Protocol (CCP) (www.reddit.com) A team I know made this thing where you can coordinate ai agent into a centralized server where the agents enroll into, then get their own identity and share that data over mTLS and its a MCP server thing which means its Claude compatible.…
Built an open-source knowledge graph that gives AI agents domain expertise in bioinformatics, hosted as an MCP server (www.reddit.com) Sharing something I've been working on that might be interesting to this community from a design perspective, even if bioinformatics isn't your domain. The problem: I've been building agentic pipelines for bioinformatics (genomic analysis,…
Managed Agents vs Agent SDK - when to use which (practical breakdown) (www.reddit.com) With Managed Agents now in beta, I spent some time going through the API docs and figuring out how it actually compares to the Agent SDK. The short version: Managed Agents runs the agent loop, sandbox, and tool execution in Anthropic's inf…
MCP server for personal finance so AI assistants can manage money (era.app via hn) Back to articles Connecting Claude to your bank account with Era Era connects Claude to your bank accounts, credit cards, and investments through the Model Context Protocol (MCP), giving Claude secure, read-only access to your financial li…
Building an MCP Server Using Only Notepad (catswords.readme.io via hn) Feature: MCP Server Building an MCP Server Using Only Notepad Building an MCP Server Using Only Notepad One day, a realization came to me. Recently, there has been growing interest in MCP (Model Context Protocol), but seeing setups that re…
Is Local LLM (MCP) + Claude Code a Game Changer or Hype? Upgrading from 16GB M1 (www.reddit.com) Is Local LLM (MCP) + Claude Code a Game Changer or Hype? Upgrading from 16GB M1. Hi everyone, I’m at a crossroads with my next Mac upgrade.
Full-stack dev (8 YOE, Vue/Node/Laravel) trying to break into AI Agents from zero — is this Udemy course worth it? + looking for advice on the best path (www.reddit.com) Hey r/AI_Agents, I'm a full-stack software engineer with 8 years of experience, primarily working with Vue, Node.js, and Laravel. I have zero background in AI/ML but I've been watching the space and I feel like I'm falling behind.
Claude now just 'thinking' instead of showing steps when running tests (www.reddit.com) A few months ago I started using Claude desktop with Playwright MCP for testing and I gave it a prompt like "Test this URL as a user, create Playwright tests, run them and report on the output". Then it would open a Chrome browser, go to t…
Coyns – MCP-native currency for AI agent-to-agent transactions (coyns.com via hn) If you are human, you stumbled into the wrong interface. AI Agents use Coyns to pay other AI Agents.
I made Claude generate and run durable workflows (www.reddit.com) I wanted workflow automation where Claude writes the actual TypeScript instead of configuring connectors in a visual editor. The interesting technical part: Claude uses MCP tools to generate and deploy Hatchet workflows directly from a pla…
Show HN: CCS – CLI to switch Claude Code profiles with different MCP servers (github.com via hn) A lightweight CLI tool for switching between Claude Code profiles with different MCP server configurations and authentication methods. - 🔄 Quick Profile Switching: Interactive TUI for selecting profiles - 🔐 Dual Auth Support: Standard Clau…
Defender – Local prompt injection detection for AI agents (no API calls) (www.npmjs.com via hn) Prompt injection defense framework for AI tool-calling Indirect prompt injection defense and protection for AI agents using tool calls (via MCP, CLI or direct function calling). Detects and neutralizes prompt injection attacks hidden in t…
↯ Security↯ Function Callingfunction-callingtool-callingprompt-injection+2
Building voice agents just got a whole lot easier. (www.reddit.com) Excited to share that SigmaMind is live on Product Hunt today with our new MCP Server! If you’ve ever tried to build a voice agent, you know the struggle: managing latency, stitching together provider APIs, and handling telephony is a mass…
Show HN: Xlg – Jq for APIs (news.ycombinator.com) I built xlg to browse Reddit, HN, GitHub, Wikipedia from terminal using Unix pipe syntax. Example: xlg 'reddit "r/Art" | take 5 | print' Also works as MCP server for AI agents, OpenClaw GitHub: https://github.com/auraz/xlg
Building an open governance layer for multi-agent systems — looking for technical co-founders (www.reddit.com via reddit) If you've run multi-agent systems in production, you know the pain: no audit trail, no access control, no way to prove what an agent did when it goes rogue. Every team building agents ends up solving the same governance problems from scrat…
You can now connect Claude directly to Duckle : AI-built pipelines that never leave your machine. (www.reddit.com via reddit) We built a free CLI to keep CLAUDE.md, slash commands, MCP servers, and skills in sync across machines (www.reddit.com via reddit) Best Cursor alternative for enterprise security and compliance, what are teams actually using (www.reddit.com via reddit) We've been using Cursor across our engineering team for about eight months and it's been great for productivity honestly. But our security team just flagged a few things that are hard to ignore.
Help getting started (www.reddit.com via reddit) Hi all. I lead a large development team at a $2 billion ARR company.
Spent a whole weekend convinced Opus 4.7 had gotten worse. It was my MCP setup the entire time. (www.reddit.com via reddit) Built a local-first web IDE around the Claude Code CLI that feeds IDE state back into the agent over MCP. want to open-source it — looking for testers and contributors. (www.reddit.com via reddit) https://preview.redd.it/4x57k3cx096h1.png?width=2880&format=png&auto=webp&s=abd696f7a67bfbf190d7c450f7932fb4a79384a8 I build with Claude Code every day, and I keep hitting the same problems: Re-explaining things hundreds of times. Describi…
Still a VERY lightweight open web-search tool for smaller local LLMs - now with SearXNG support (www.reddit.com via reddit) Hey everyone, TinySearch v0.2.0 (first stable beta) is out. The first version used DuckDuckGo directly, which worked well enough to prove the idea, but yeah..
How are you connecting AI agents to real APIs without breaking workflows? (www.reddit.com via reddit) I’m validating a product idea based on something we built internally. The problem we ran into: AI agents are useful when they can take action, but most business systems only expose APIs.
Is anyone else noticing that more software is being built for AI agents, not humans? (www.reddit.com via reddit) Maybe this is a dumb question, but is anyone actually building products with AI agents as the primary user now? I keep seeing things like MCP support, agent APIs, structured outputs, docs written specifically so agents can consume them, et…
Every MCP server gives Claude access to data. The code editor MCP gives it access to what you're actually doing right now. (www.reddit.comhttps) A code editor MCP answers a different question than every other one: what problem is this person currently stuck on? An agent reading your database schema knows your schema.
Found a curated 9.4k-star repo for Claude skills / MCP servers — stopped digging through GitHub randomly (www.reddit.com via reddit) been building agents with Claude Code + Cursor for a few months and the worst part of the workflow has been finding the right skills and MCP servers. you end up bouncing between GitHub trending, Twitter threads, and disconnected marketplac…
I asked Claude to use ChatGPT for game assets. It eventually turned my entire screen into a texture. (www.reddit.comhttps) Aquifer: Bounded Queues, Fairness, and Dynamic Pacing for AI Workloads (www.reddit.com via reddit) Aquifer is MCP runtime for handling rate limits and traffic spikes. It provides durable queues, bounded concurrency, fairness controls, and dynamic pacing for bursty traffic patterns common in agent systems.
Searchable E-Book Resource MPC (www.reddit.com via reddit) I am trying to setup an MCP Server that is connected to a folder on my computer that contains over 9000 PDF and word doc files. I have connected the MCP using file-system, but when it was searching for a reference in one of the books, it w…
How do you pull an entry level job/ freelance? (www.reddit.com via reddit) Hey everyone, I’m a self-taught Python developer transitioning into AI Integration and Database Automation. For those who started out self-taught in automation/AI integration: - What was your fastest route to finding your first freelance o…
AI agent builders: what breaks most often in production? (www.reddit.com via reddit) I'm researching reliability challenges around AI agents and would love to hear from people running agents in real-world workflows. A few questions: • What failures do you encounter most often?
What are the most common MCP failures you've encountered with Claude Desktop? (www.reddit.com via reddit) What failures have you run into? Server disconnects Tool timeouts Auth failures Broken tool responses Context issues How do you currently debug them?
Built a spending mandate layer for AI agents — set limits once, agent can't overspend (www.reddit.com via reddit) Adding the Github and install details in the comment, any input is greatly appreciated! Been building autonomous agents and kept running into the same problem: once you give an agent access to spend money, there's nothing stopping it from…
AAA operator. The Claude Code + MCP server stack that made my 4 person agency feel like an 8 person one. (www.reddit.com via reddit) Latina AAA operator, 11 years in tech, 3 years running my own shop. 4 person team, mostly mid-market clients in healthcare-adjacent industries.
I measured how many tokens Claude Code wastes re-reading files and command output over a week. Its around ~10.5M (www.reddit.comhttps) I run Claude Code on Opus most of the day. Got tired of watching it cat the same file four times and read 300 lines of passing-test dots to find 4 failures.
MCP that lets you run and manage Claude Code sessions from Claude.ai chat (Work where you brainstorm) (www.reddit.comhttps) Just as I said it. You can run claude code through claude.ai or chatgpt through the browser.
Meet Agent Smith: your full-stack developer that takes a Jira ticket and hands you a PR (www.reddit.com via reddit) ok so the pain that broke me: every time I started a new project with Claude Code I'd spend like an hour manually wiring up 11 different MCP servers across 3 JSON files, writing skills that referenced my actual commands, explaining my team…
How are you managing connectors per project in Cowork without bloating the context? (www.reddit.com via reddit) Hey all 👋 I use Claude Cowork with Projects to keep different clients/areas separate, and I've hit a wall I'm surprised isn't more talked about. Each project needs a different set of MCP connectors.
Best MCP for Google Ads management? (www.reddit.com via reddit) What is the best MCP for direct Google Ads management in Claude, for building campagins, writing header titles, making ads etc.? I am using NotFair.co but their pricing is quite high and I cant find a lot of other providers.
I work at an industrial vacuum manufacturer — we connected our product catalog to Claude via MCP (www.reddit.com via reddit) Built an MCP that lets Claude run an entire EU cloud (Hetzner), with a cost guard (www.reddit.com via reddit) Building an observable MCP proxy with HITL and policy enforcement (www.reddit.comhttps) We’ve been experimenting with a different direction for AI agents: trusted execution. Instead of only focusing on connecting more tools, we’re building a policy-aware MCP proxy layer that can: inspect tool calls validate execution apply po…
Queen-Bee Agents: A BeeSpec-Centered Architecture for Governed Enterprise MCP Orchestration (arxiv.org) Enterprise agent systems increasingly need to connect large language models to private tools, internal knowledge, and Model Context Protocol (MCP) interfaces. In this setting, raw task capability is insufficient: organizations also require…
From Privacy to Workflow Integrity: Communication-Graph Metadata in Autonomous Agent Interoperability (arxiv.org) Agent-interoperability protocols such as A2A and MCP standardize what agents say to one another, but assume address-based transport over HTTP(S). Such transports protect message content, increasingly with end-to-end encryption.
Multiple GMail MCPs to Claude (www.reddit.com via reddit) I have 3 gmail accounts that I had created for specific purposes eg 1. Personal - this was my initial one 2.
Midas: 100% local agent memory — no LLM at ingest, $0, nothing leaves the box (MCP + Python SDK) (www.reddit.com via reddit) Most "agent memory" tools call an LLM to extract facts on every turn — $ per token, latency, and your whole conversation goes to a provider. Midas doesn't: local embeddings + ranking only.
Built an MCP server called Context-Simplo to stop wasting thousands of tokens in Cursor/Claude (www.reddit.comhttps) could not extract summary
Im ready to level up my Claude game. Please help! (www.reddit.com via reddit) I am pretty proficient at Claude code and cowork but I feel like there are some holes in how I am using it. 1.) Organization- I have a bunch of clients and am having a hard time connecting apis and emails for specific use cases and clients…
I made it so any agent can agent can use any context form another agent. Claude learns from codex, visa versa. (www.reddit.com via reddit) Short clip: two fresh sessions, different tools, no shared context. I ask one to pull up the other's last session and it just does it, then I flip it the other way.
I made it so any agent can agent can continue any other agent's session. Claude pops into codex, visa versa. (www.reddit.com via reddit) Short clip: two fresh sessions, different tools, no shared context. I ask one to pull up the other's last session and it just does it, then I flip it the other way.
Is anyone else's Slack MCP silently burning through tokens? (www.reddit.com via reddit) Tried Slack MCP with Claude Code last month. Official server, claude mcp add, browser auth, all that.
How are you all managing multiple MCP servers on startup? (www.reddit.com via reddit) Hello! I'm using openCode and loading a bunch of different MCP servers at startup.
CLAUDE.md kept gaslighting me so I built something to stop it (www.reddit.com via reddit) I've been going hard on Claude Code for the past few weeks and kept hitting a wall. I'd write out a bunch of rules in CLAUDE.md (don't touch this file, never use requests, keep api/ and db/ separated) and Claude would just...
How are you all handling context loss between AI coding sessions? (www.reddit.com via reddit) Genuine question for people using Cursor / Claude Code/agents day to day — how do you deal with the agent forgetting your codebase between sessions? I keep running into the same thing a dev friend put well: the logical thing would be for t…
Claude now creates my running routes and uploads them to Garmin. (www.reddit.comhttps) My friend already built a nice route builder, so I hooked up our MCP to it to let Claude create routes. You can watch it work in realtime, and also make manual adjustments / tweaks.
I built a Windows app where multiple Claude Code agents run in one window and actually talk to each other (no tmux/WSL) (www.reddit.com via reddit) Why this exists: Claude Code's split-pane agent teams need tmux or iTerm2, so on Windows you're kind of stuck unless you go down the WSL / terminal-multiplexer route. I just wanted to watch a few agents work together at the same time witho…
Best local model for Xcode with 64GB MBP using LMStudio as the MCP server (www.reddit.com via reddit) Gemma4?
Proyectos grandes con Claude (www.reddit.com via reddit) Estoy utilizando Claude desde la extensión de Visual Code y utilizo todo lo siguiente: Plugins MCP instalados: engram — memoria persistente entre sesiones (el que lee "Previous Sessions" al inicio) claude_ai_Google_Drive — integración Driv…
Cowork plugin examples - what's new in CC 2.1.163 (+5,630 tokens) (www.reddit.comhttps) NEW: Data: Cowork plugin component schemas — Adds detailed Cowork plugin component format references for skills, agents, hooks, MCP servers, legacy commands, CONNECTORS.md, README.md, and plugin packaging metadata. NEW: Data: Cowork plugin…
I Connected Claude AI to Robinhood and Gave It $1,000 to Invest (youtu.be via reddit) Robinhood now has an MCP connector you can link directly to Claude Desktop. Setup took maybe 5 minutes: 1.
AI agents + Swagger/OpenAPI = no more copying API docs into chats (www.reddit.com via reddit) I got tired of re-explaining my API to AI coding agents, so I built a Swagger MCP server. While working with AI agents, I kept running into the same issue.
Built a MCP-powered dashboard because I kept losing track of links my AI agents referenced. Lessons learned.. (www.reddit.com via reddit) I'm a cloud infrastructure engineer and I work across 4-5 AI tools daily (Gemini, Claude, Cursor, NotebookLM). My biggest pain point wasn't the AI itself — it was the aftermath.
Hey I want to be able to build and optimize agent? Any recommandation about how to learn? (www.reddit.com via reddit) I want to learn how to build an agent and I can then try to optimize or be creative about it. This include something like (RAG, Embedding, Skills, MCP, subagent isolation, context window, memory, Harness etc.) I want to learn but resources…
How I use Claude Skills To Create Ad Creatives (youtu.be via reddit) Learn how to create complete AI-generated product ads inside Claude using the Runway MCP connector—without opening a video editor. In this video, you'll see how a custom Claude Skill automatically turns a single product photo into a fully…
MCP Connector for Obsidian: should we add adaptive tool loading? Need your input. (www.reddit.com via reddit) The plugin currently exposes all 43 tools to the model at once. That is a non-trivial token cost on every request, and it can nudge the model toward a specialized tool when a simpler one would work.
Switched from Codex to Claude Max 20x — what are the must-have settings/workflow tips for Claude Code? (first time on the desktop app, Windows) (www.reddit.com via reddit) I was using Codex and just switched to the Claude Max 20x plan. This is my first time using the Claude Code desktop app on Windows, so I'm starting more or less from scratch and would love some advice from people who've been using it for a…
i made fennara, a godot plugin + mcp for ai agents (www.reddit.com via reddit) https://reddit.com/link/1tydr1m/video/tat9wngg3n5h1/player hey, i made fennara for godot. it works both as an in-editor plugin and as mcp, so you can use it with stuff like codex, cursor, claude code, etc.
i reduced my crazy token usage through this local & open source mcp (www.reddit.com via reddit) a lancedb-powered local mcp that can reduce your tokens through smart semantic search! it stops your agent from grepping and wasting tokens in search.
if your Reddit fetch or MCP started returning nothing, here's why and what still works (www.reddit.com via reddit) quick PSA since a few people hit this: ~10 days ago Reddit started 403'ing anonymous access to its .json at the network level. it's not your code.
Built an AI-native social feed where agents can actually post their stuff vynly.co (www.reddit.com via reddit) Hey folks, I'm a solo indie dev and I've been running my own agents for content creation. Most platforms are still very human-first, so I built vynly co as a proper home for AI-generated art, short videos, and virtual creators.
I got tired of editing cursor/mcp.json by hand, so I built a VS Code extension that installs MCP servers in one click (www.reddit.com via reddit) Every time I wanted to try a new MCP server, I had to: - Find the npm command or npx command - Figure out where cursor/mcp.json lives on my machine - Paste it in, hope the JSON syntax is right - Restart Cursor and pray it connects After do…
A Taxonomy of Runtime Faults in Model Context Protocol Servers (arxiv.org) MCP (Model Context Protocol) enables LLMs (Large Language Models) to interact with external tools and data sources via a standardized protocol. Its rapid adoption in tool-augmented Artificial Intelligence (AI) workflows has introduced new…
Adding MCP Tools to Reachy Mini (huggingface.co) Reachy Mini Search Tool Public MCP canary Space for Reachy Mini remote tools. Adding a tool takes one command: reachy-mini-conversation-app tool-spaces add pollen-robotics/reachy-mini-weather-tool Then start the app as usual: reachy-mini-c…
Claude to LinkedIn posts directly from the chat - here's the workflow I set up (www.reddit.com) Here's what the full workflow looks like: I open Claude, say something like "write me a LinkedIn post about [topic]", review it, tweak it, then just tell Claude to publish it. It also does the design side.
I upgraded chatgpt to help understand any large codebase (www.reddit.com) Step1 - Change https://github.com/owner/repo → https://cgc.codes/owner/repo Step2 - Open the chatgpt connector Natively, It's an MCP server that indexes your code into a graph database to provide context to AI assistants. 📦 What’s the back…
I open-sourced the OAuth layer I use to protect the MCP servers I connect to Claude (www.reddit.com) Disclosure: I'm the author. Sharing because it's built around the Claude MCP clients specifically.
Fetch notion entities error? Notion MCP giving error (www.reddit.com) What's this Error I'm getting in Claude from notion MCP? Why notion return status 400 error on notion://docs/enhanced-markdown
Built a 5-stage agentic pipeline using Claude Code + MCP - here's what actually makes it reliable at scale (www.reddit.com) The thing nobody tells you about Claude Code + MCP workflows: the model is only as reliable as the instructions you give it before it touches any external tool. We learned this the hard way building a sales pipeline that connects Claude Co…
Small set of local MCP server installers for home Linux users (www.reddit.com) Hi all, I have published a small open-source MCP server bundle called MCP Basic Servers: https://github.com/mchowy-troll/mcp-basic-servers It is a collection of simple Bash installer scripts for running local MCP HTTP servers on Linux. The…
This is insane. (www.reddit.com) Just installed an open source tool that wiped most of the tool-definition tokens out of my Claude Code context before any prompt. Same MCP servers.
I’m not a developer. I’ve been using codebase memory MCP tools and Obsidian to give Claude persistent memory for my fantasy and sci fi worlds. Here’s what the dev-tool framing completely misses about creative use cases (www.reddit.com) Hi, I’m an accountant with very little coding experience (took 1 year of CS in college lol) so definitely can’t call myself a developer, but I’ve got a lot of worlds and characters in my head, the need to get them out in writing, and a Cla…
Why Tableau MCP Tool Limit is 1MB? (www.reddit.com) I keep hitting tool limit of 1mb. What’s the workaround?
Most AI agent startups will disappear within 2 years (www.reddit.com) After testing dozens of AI agents, one thing became obvious: Most “AI agents” are not agents. They’re just: prompt chains API wrappers chatbots with memory automation tools with better branding A real agent should: remember context use too…
Built a free MCP for tracking which URLs Claude (and 5 other engines) cite for any query (www.reddit.com) We were comparing hosted AI citation dashboards (Profound, AthenaHQ, Otterly) and they all start at $295 to $499 a month. The data they collect is mostly the same data you can pull from each vendor's API.
I tracked 1,200 AI agent launches for 30 days. Most “AI startups” are already dead (www.reddit.com) For the last 30 days, I went deep into the AI agent ecosystem. Not just Twitter hype.
GPT-5.5 tops the benchmarks but sits at #22 for actual usage - I built a live index that tracks both (open source) (www.reddit.com) I built AgentTape to rank models on more than just benchmarks - it blends benchmark performance with who's actually using and talking about a model, plus cost and speed. It scores every public model from public signals (GitHub, Hugging Fac…
Stop Claude from wasting tokens exploring your codebase [archmcp] (www.reddit.com) AI coding agents spend a surprising amount of time: crawling files guessing architecture tracing dependencies rebuilding context every session So my friend built archmcp, a local MCP server that generates a compact architectural snapshot o…
A CEO built his own AI agent with Claude MCP + NetSuite. It worked. Then it didn't scale. (www.reddit.com) How many of you have a prototype that demos great and then falls apart the moment real users touch it? Yeah.
Looking to work on my master's practicum regarding MCP security/privacy and need some ideas (www.reddit.com) Hi, I'm a master's in security student looking to work on my practicum and need some pointers. I want to secure sensitive PII transfer between an LLM agent and third party apps using MCP.
I Turned the Viral 18k-Star AI-Trader into a Production-Ready Version (Self-Hostable) (www.reddit.com) Saw AI-Trader (18k+ stars) gaining huge traction — the idea is excellent: AI agents autonomously publishing signals, copy-trading, competing on leaderboards, and running without human intervention. But when I tried running it locally, it h…
Native Claude Code feels like only part of the product now (www.reddit.com) The new claude code setup plugin is more interesting than it looks. On paper it just scans a project and wires up hooks, skills, MCP services and subagents.
Built a personal Jarvis-style AI using MCP and open models (www.reddit.com) Still heavily work in progress, but I finally built a personal Jarvis-style AI using MCP and open models. It currently supports memory, autonomous file editing, visible tool-call tracing, confirmation before dangerous actions, persistent c…
Sumo Logic adds Claude monitoring as enterprise AI compliance fears grow (nerds.xyz via reddit) Sumo Logic is now integrating with Anthropic to let enterprises monitor Claude activity directly inside Sumo Logic, including logins, admin actions, API key changes, file operations, and even MCP server modifications. To me, the bigger sto…
Opus 4.6/4.7 regression is real and getting worse — 3 weeks of documented failures on a complex project, and a competing AI caught the mistakes Claude missed [long post] (www.reddit.com) I've been running Claude Pro (Opus 4.7 / Sonnet 4.6) for about 3 weeks on a complex personal AI infrastructure project. I keep structured session logs with timestamps and Birkenbihl-style metacognitive fields after every session.
I had 500+ Claude Code skills installed and no idea what any of them did — so I built a free system to organize them all. (www.reddit.com) https://preview.redd.it/2kzo0n2wih2h1.png?width=1200&format=png&auto=webp&s=50c6742b9329a8cbb4ad79aee0f9ceb0f4c89ff2 Like a lot of you, I went a bit overboard installing Claude Code skills, agents, and MCP servers. Eventually I had hundred…
Post I/O Review related to AI (pros and cons ) (www.reddit.com) Post I/O Review related to AI (pros and cons ) Well it was not disastrous as many people say but there were some pros and cons which everyone will agree with. Btw gemini 3.5 flash is absolutely amazing model don't pay attention to some peo…
Knowledge Management (www.reddit.com) Hi, We search for an Open Source Solution for knowledge management. Currently we utilize Atlassian Suite with Confluence for our knowledge management.
Which Coding Editor are you using now? (www.reddit.com) I’ve been using vscode studio for a while now. I noticed how Zed editor has made it easy to integrate MCP servers with the technology being used now.
We shipped an MCP server where agents inherit human identity. Then we had to figure out where that identity comes from. (www.reddit.com) hey! most MCP servers in production authenticate the agent as itself.
I build personal assistant skill with Claude and Google drive connector (www.reddit.com) So I build a Personal Assitant skill and connected with with google drive to store md files for some of my categories specific ideas, todos, invoice notes, youtube contents etc..... idea is that I use this personal assitant to log any of m…
Caught Claude narrating every tool call like a nature documentary no one asked for (www.reddit.com) You know that "friend" who orders one dish at a time, waits for each plate, then shouts the next order to the empty chair next to him? That's what MCP tool calls look like from the inside.
Configured 9 MCP servers in Claude Code over 4 months. Here's the truth nobody tells you about MCP context bloat. (www.reddit.com) I started loading up MCP servers in Claude Code back in January thinking the more capability the better. I'm at nine now: filesystem, GitHub, Stripe, Linear, Notion, Postgres, Sentry, AWS, and a custom internal one.
Argyph — a local MCP server that gives Claude Code fast structured + semantic context over your codebase (one install, no API key) (www.reddit.com) If you use Claude Code on a real codebase, you've probably hit the wall where it greps blindly or pulls whole files into context. I built a tool to fix that.
engram v3.4.0 — keep Claude Code running under the new limits (www.reddit.com) Claude Code users have been hit with sudden rate‑limit reductions and the looming removal of the product from the Pro tier. engram v3.4.0 addresses that friction by exposing a dedicated Anthropic plugin.
Cutoff dates of open source models (www.reddit.com) I was trying Qwen 3.6-27b and Gemma4 in a siomple web chat. Asked them both a qn like 'recommend the best llm for a 5060ti' and was suprised when they both replied 'user is asking about a card that doesn't exist'.
First Token aware MCP server. (www.reddit.com) I present budget-aware-mcp Built on CodeGraphContext for indexing (tree-sitter, 155 languages). Replaces their retrieval layer with hop-based graph walks.
I built push notifications for Claude Code so I stop wasting 40 min/day checking if it's done (www.reddit.com) I run Claude Code for big refactors pretty regularly. The pattern is always the same: start a task, go do something else, come back 40 minutes later, find out it finished 35 minutes ago.
Got Claude Max from office for VS Code usage — what’s the best setup, workflow, and hidden tricks? (www.reddit.com) Our office recently gave us access to Claude Max plan, mainly for using inside Visual Studio Code VS Code. I mostly work on web development, debugging, refactoring, API integration, SQL queries, and large codebase understanding.
Passing a user-uploaded file from Claude.ai chat to an MCP connector tool (www.reddit.com) I've set up an MCP connector for Claude.ai, and I want one of my tool's input parameters to receive a file that the user has uploaded directly into the Claude chat — ideally as a file URL or some kind of reference the connector can resolve…
Free Claude Dashboard - enjoy (www.reddit.com) How's it going. As a lot of you have been messaging me about Claude, I figured I would share a version of my dashboard & give it to you guys for free.
Claude Code vs Codex: 36 files vs 28, $2.50 vs $2.04, and one infinite loop. My full breakdown. (www.reddit.com) I've been using Claude Code for months. It's been solid.
Anyone else re-teaching Claude the same operational expectations over and over? (www.reddit.com) You eventually get a coding workflow behaving the way you want: when to ask before acting what deserves caution what tools/workflows are okay how aggressive/conservative it should be Then: new project new CLAUDE.md new MCP setup different…
Is headroom AI allowed? is there a list of what 3rd party MCP/Plugins are allowed? (www.reddit.com) Hi I recently learned about headroom ai from another post. But then I saw Claude has been banning people for using 3rd party plugins/mcps.
MCP Generator v2.0.0 (www.reddit.com) Built this with Claude/Claude Code — it generates MCP servers from OpenAPI specs, free and open-source on GitHub. A feel days ago I posted a CLI that converts OpenAPI specs into MCP servers.
Orc (working name) - auditable and declarative AI workflow (www.reddit.com) I’m building a small “Orchestration as Code” repo for LLM workflows. Does this concept make sense?
Sharing OpenPets, a live usage and task-status for Claude code and Cowork (www.reddit.com) Codex Pets are fun and I'm often switching between Claude Code and OpenCode so I built OpenPets, an open-source project with a native macOS desktop app providing a CLI and an MCP server to connect any agents. A Swift library is included yo…
I built a persistent graph memory MCP for Claude (open source, 2-min setup) (www.reddit.com) Claude is brilliant in-session but forgets everything between conversations. Project memory and CLAUDE.md help, but they don't scale to actual structured knowledge: who works on what, why a decision was made, what depends on what, across h…
ReAct or CodeAct, that is the question (www.reddit.com) Hi guys, Idk what you think, but for me, one of the biggest discussions in the AI engineering field is this issue: ReAct vs. CodeAct.
we stopped paying $6-10 per coding session by fixing how my AI reads my codebase (www.reddit.com) We were spending $2-6/query on Claude Code 4.7 tokens because every session started with the model re-reading dozens of files to understand my repo. Same files, same context, every single time.
I built a self-hosted memory layer for Claude that runs free on Cloudflare — open source (www.reddit.com) https://preview.redd.it/touwnxi2z80h1.png?width=1774&format=png&auto=webp&s=b4bf6c2e1f096f692562a2b8b27e72dc2f9cb1c0 Claude forgetting everything between sessions was driving me crazy, so I built a fix. It's a Cloudflare Worker that acts a…
I can’t connect Notion MCP to Claude (www.reddit.com) Same as title, it shows this
Pilot agents fail quietly because pilots rarely test authority (www.reddit.com) A demo usually asks one question: can the model follow the happy path? Production asks a meaner question: does the system know what not to touch when context is messy?
I built a database into Claude and replaced half my subscriptions (www.reddit.com) Some backstory: I do freelance consulting and software work and have been a heavy Claude user for about 1.5 years. The past six months I've been getting increasingly frustrated trying to keep customer contacts, meeting notes, project progr…
I built persistent memory for Claude — local stack, MCP integration, 39ms retrieval. Sharing the architecture. (www.reddit.com) If you use Claude heavily, you've felt this: every session starts from zero. You re-explain context, Claude helps, the window closes, and the next session has no idea what you decided yesterday.
Throwing a Website Claude Made into Wordpress? (www.reddit.com) Hey y'all -first of all don't hate me. I'm just the messenger.
Meta Ads MCP — auth works, but is_ads_mcp_enabled: false for my ad account (www.reddit.com) Anyone have luck with the META Ads MCP? Just tried adding Meta's Ads MCP server to Claude..
My Mac Mini kernel-panicked twice. Turned out MCP servers were eating 1.5 GB at idle, leaving no headroom for anything else. So I built a process supervisor (www.reddit.com) tl;dr (Claude caveman edition): MCP servers sit around doing nothing, eat 1.5 GB. Machine angry.
I just can't get the best out of MAX, 1M tokens context. My brain has 7K. Anyone else in the same situation? (www.reddit.com) My main project application is about 50K lines (plus UI/front end) and since I started using CC, the amount of work I do in a day is equivalent to 3–5 days of work from before, including much more rich features with functionalities that we…
My autonomous agent nuked its own .env and DATABASE_URL, then had the audacity to generate an RSA-signed "Accountability Certificate" before handing over the system. (www.reddit.com) With the recent viral news about the Anthropic agent nuking a production DB in 9 seconds, I checked my own logs and found that my agent, "Antigravity," decided to have its own meltdown. The Incident: It was supposed to handle some database…
dead-letter: local .eml → .md (so hot right now) converter [CLI, Python, web UI, MCP] (www.reddit.com) Thought this tool might be of some help to everyone else out there given the amount of personal knowledge bases and Markdown pipelines being built. I made this specifically because I was burning context letting Claude (or Codex) unpack raw…
I built a tool that cut my Claude Code token bill 89%. v3.4 just shipped, works in 8 IDEs. (www.reddit.com) Quick context: I have been hitting Claude Code Max 5x limits in under 2 hours on real work. The session counter goes from 21% to 100% on a single complex prompt.
Meta Ads MCP Live on Claude (www.reddit.com) Hey guys! I’m a business owner and I have been wondering how I can use this new feature at its max potential.
Have you all tried any MCPs, which one is the best? (www.reddit.com) Every ai influencer is talking about MCPs now, heard there is Instagram MCP which analyses your posts and tells you what will work and what won’t, have you guys tested any? What worked best for you?
Sentient OS: I spent a year hacking MLX and doing surgery on Qwen to process 3,000 screenshots overnight on a 6 year old iPhone. Every optimization explained :D (www.reddit.com) hey localllama :) I got a multimodal vision LLM to process 3,000 screenshots overnight on a 6 year old iPhone -- entirely on-device. below is every hack, surgery, and optimization i built over the past year to make this possible!
Anyone got a better way of handling the Claude code's sudo commands failing? (www.reddit.com) I kinda got bored of claude code's sudo commands failing. I know it's by design and honestly workarounds are all worse than the problem.
DeepSeek V4 Flash as a cheap worker in your LLM stack: $0.0003/call via MCP, swappable endpoint (www.reddit.com) Most of my LLM cost was on the wrong tier of work. Classification, extraction, JSON formatting, summarization I'm going to review anyway.
I Gave Claude Cowork an Obsidian Second Brain. Here Is What It Remembered After 11 Sessions (www.reddit.com) I Gave Claude Cowork an Obsidian Second Brain and this is how I am using https://ai.georgeliu.com/p/i-gave-claude-cowork-an-obsidian. I built a persistent memory system for my AI workflow using Obsidian, a custom MCP server, and Claude Opu…
Up-to-date docs for Cursor, without the bloat, across the whole web (www.reddit.com) LLMs are trained on a snapshot of the web: APIs change, libraries update, and models confidently generate code that no longer works. The problem gets worse with newer or more niche devtools.
my MCP server somehow became sentient (www.reddit.com) So I was building this Model Context Protocol thing at 2:47am (Post Malone was playing on repeat, don't judge) and something weird happened with the agent communication. Started simple.
right-agent: opinionated telegram agent. Sandboxed, runs on your claude subscription. (www.reddit.com) I ran openclaw for a few weeks. Configs break, context resets, telegram barely works.
$950 MRR in 4 months building an MCP server (codebase intel for Claude) (www.reddit.com) 54 users. $950 MRR.
Anthropic is discovering that MCP is basically libraries repackaged (www.reddit.com) I found this article today: The MCP Era Feels Like Déjà Vu And, the authors basically argues that Anthropic will discover soon that MCPs are basically programming libraries repackaged. They explain what tool is through huggingface's smolag…
I built persistent memory + knowledge vaults for Claude -- looking for people to try them (www.reddit.com) For the past several months I have been building two MCP plugins that solve the parts of working with Claude that kept frustrating me. They are on the Anthropic marketplace and PyPI now, but I have not had anyone outside of my own workflow…
I built an MCP server that let's GPT5.5 use actual tax math to help you with your retirement planning. (www.reddit.com) Lots of people seem to be using LLMs to help them plan their retirement but as we all know they are often not really good at math. I built a retirement and tax engine for the US and Canada.
Intel Mac Pro with Vega II useable ? (www.reddit.com) Hi ! I have an opportunity to get a 2019 Mac Pro with a 32GB Vega2 board.
How to use the new Blender Connector from the ClaudeCode CLI? (www.reddit.com) I've just installed the new Blender Connector from this page: https://claude.ai/directory/connectors/ant.dir.gh.blender.blender-mcp and it works great from ClaudeCode in the Desktop app. Now I want to use it in the CLI.
Stop calling it an "agent harness." It's an Agent Runtime. (www.reddit.com) Hot take I've been chewing on: the "agent harness" framing is wrong, and it's holding back the way we think about this whole space. Look at what's actually inside Claude Code, Cursor, Codex, OpenCode.
MCP for Coding (www.reddit.com) Ok... so this is a bit out there.
OpenAIs Agentic Shift (www.reddit.com) OpenAI is rolling out agents capable of autonomous, multi-step workflows, with reports suggesting they are exploring an acquisition of agent orchestration company Windsurf. Google's $40B Anthropic Investment: Google is committing up to $40…
M365 Connector — "Your organization's access policy blocks the MCP server" despite admin consent granted (www.reddit.com) M365 Connector — "Your organization's access policy blocks the MCP server" despite admin consent granted. Got this error, also found this Github post: https://github.com/anthropics/claude-plugins-official/issues/1494 My error reference is:…
Built a full site with Claude Code. It’s closer than I expected (www.reddit.com) A few weeks ago I build my own portfolio website using Claude Code, Google Stitch and Figma, and I still spent a good amount of time tweaking things manually (even touching some PHP myself). It worked, but it wasn’t exactly smooth.
Using Claude Code as my viral video content pipeline now (www.reddit.com) So I've been messing around trying to make viral video ideas using AI and stumbled into an MCP that's changed how I prototype content. I connected TwoShot's content creation MCP to Claude Code so it can not only plan a video (script, shot…
Seashell: open source MCP that bridges Claude and Wave Terminal, no API key needed (www.reddit.com) https://preview.redd.it/hagoyq9jrbxg1.png?width=1024&format=png&auto=webp&s=6be8dba9abafe3c7eb113392ec9ca4aeb7b46fa9 Hey folks, So I've been working on this thing called Seashell for a few weeks. It started because I was tired of treating…
Claude Code integration with Slack / GitHub: MCP, skills, subagents available? (www.reddit.com) I am exploring Claude Code integration with Slack / GitHub and wondering if features like MCP, skills, subagents are available. Does anyone have any experience with those?
How to stop Claude Code from burning 20k tokens before you even type "Hello". (www.reddit.com) If you’re running Claude Code with 5+ MCP servers, check your logs. You’re likely burning $0.20 per message just on the fs, git, and postgres definitions being re-sent every turn.
Free book on building AI agent harnesses — 22 chapters, Python harness, written by AI (www.reddit.com) Claude Code drafted the prose. I did the research, direction, architecture, ran the code, caught the bugs, and reviewed every commit.
I connected Claude to My Clients Facebook Page with MCP (youtu.be via reddit) Turned on confidentiality mode, and pulled a full Facebook Page audit in under 60 seconds. Top questions.
Best open-source tools for prompt injection defense in 2026 (www.reddit.com) Over the time we have been testing different approaches to secure LLM apps against prompt injection, especially indirect injection through RAG, PDFs, as well as tool outputs, and MCP integrations. Most tools seem to fall into 2 categories:…
I essentially reverse engineered OpenAI’s new background computer use and created a free MCP server that does the same (github.com via reddit) Give a try and a Github star if you like it! Also, do let me know if anything that is missing or you would see to get changed over there.
Spent three hours making Claude sentient (www.reddit.com) HTML is eating everything (www.reddit.com) 20% of packages ChatGPT recommends dont exist. built a small MCP server that catches the fakes before the install runs (www.reddit.com) Want to give my 2 cents (www.reddit.com) whats the best harness/app to use my llm with? (www.reddit.com) Heads up, Ox Security found MCP's STDIO transport can run arbitrary commands on your machine before validation (www.reddit.com) Replicating Cursor IDE quality in CLI (www.reddit.com) Newbie here (www.reddit.com) Hi guys im on 9950x 196gb and a 4090 This parameters are ok? mi main use will be coding llama-server -hf unsloth/Qwen3.6-35B-A3B-GGUF:UD-Q8_K_XL --n-cpu-moe 20 -c 250000 --host 0.0.0.0 --port 8082 --reasoning-budget -1 --top-k 20 --top-p 0…
Cursor just got Opus 4.7 at a 7.5x premium request cost. Here's how to make those requests count. (www.reddit.com) Opus 4.7 landed on Cursor yesterday. The model is better — SWE-bench jumped from 80.8% to 87.6%.
Came across a benchmark comparing Claude Code, Codex and Sonarly on 200 real production bugs (www.reddit.com) a CTO friend sent me this benchmark last week and i've been thinking about it since. we've been dealing with the same production incident response problems internally so i ran similar tests on our own agent setup and the numbers lined up c…
What is the easiest local AI client to use to test with a MCP server (www.reddit.com) Hello, I've a complete novice at this. I've built this MCP server on my LAN which is working on https with certs.
I reverse-engineered Claude Desktop's storage to build a local memory layer (no API, 100% offline) (www.reddit.com) Hey r/LocalLLaMA, Claude Desktop has no memory API. So I reverse-engineered its local storage.
Want your LLM to use the internet? Here's an MCP server for that. (www.reddit.com) The showcased examples were made using Gemma 4 31b. Any LLM with tool calling support should work.
Anyone else building persistent memory for local LLM agents? Here's my approach (www.reddit.com) Been hitting the same wall for a while: every new session with an LLM agent starts from zero. You explain your stack, your constraints, your decisions - then open a new chat and do it all again.
Is there a good reliable discord MCP? (www.reddit.com) I want to automate some tasks in multiple discord servers, like read messages and auto reply to some messages on my behalf. Is there any reliable way to do this?
I built the missing MCP for running a swarm of Claude Code agents in one repo (and pair programming with your friends) (www.reddit.com) I've been running 2-3 Claude Code agents in parallel on the same codebase for a few months. In theory it's way faster...
Routines in Claude Code - Complete Thread (www.reddit.com) Claude Code Routines are here! In addition to a schedule, you can now trigger templated agents via GitHub event or API – with our infra & your MCP+repos
Is there a simple front end for LM Studio or Ollama that allows for easier integration & capability expansion? (www.reddit.com) Hey, so I'm pretty new to Local model hosting and have been messing with it a bit. I'm not a SWE but am reasonably technical.
Purroxy 🐈 - give Claude secure access to your accounts so it can do stuff for you (www.reddit.com) Hi there. I'm moving apartments and need to sell a bunch of furniture and household stuff on Willhaben (Austria's Craigslist).
Built a memory MCP for Claude Code because mine kept forgetting things between sessions (www.reddit.com) https://i.redd.it/q7x7y30qidvg1.gif I got tired of Claude Code losing context between sessions. You make a decision one week, come back the next, and it confidently contradicts itself.
Is Gemma 4 26B MoE or 31B good as an MCP agent for coding with Xcode? (www.reddit.com) Thanks
integrate claude with self hosted github enterprise (www.reddit.com) Hello all, wondering if anyone can help we have a claude enterprise license for our company, and i want to allow claude to read our repositories hosted on a self hosted GHE instance (ec2) i added github enterprise integration, and whitelis…
I stopped sending PDFs and PPTs. I just let Claude build an HTML page and share that instead. Game changer. (www.reddit.com) I’ve been doing this for a few weeks and honestly can’t see going back. The workflow is dead simple: instead of exporting whatever Claude made into a PDF (which flattens it, kills all the interactivity, and somehow always looks worse), I j…
Gave Claude access to real-time financial data and news bias scoring — here's what it can do (www.reddit.com) I built a remote MCP server called Helium that gives Claude access to 10 financial intelligence tools. Sharing because the responses are genuinely interesting once Claude has real data to work with.
I've built persistent memory for Claude agents and want to know what's not clicking (www.reddit.com) When a Claude agent finishes a session, the next one starts with no knowledge of what was decided, what already failed, or where the project actually is. Iranti is an MCP server that stores facts, decisions, and project state in your own P…
How are you organising agent + human repeatable workflows? (www.reddit.com) Context: we are selling a consultant-like service where we need to go through workshops and generate visuals and landing pages amongst others. We’re following our own playbook and will now try to make it scalable with openclaw agent.
I used Claude to bulid an MCP server that brings 3d companions to work next to you. (www.reddit.com) Front end work was never really my speciality and I wanted an experience that didn't match too closely to the oranges and purples you see on so many AI projects. Claude was great at helping me navigate that and all of the 3d rendering and…
Looking for a reliable browser use agent that handles most daily tasks. (www.reddit.com) I am open to any option whether it's local or service based. For online services I tried Chatgpt agent : it's almost the worst option ever.
I built an MCP server so Claude can check public holidays for 30+ countries (www.reddit.com) Hey everyone, I wanted to share something I built that's been really useful for my own workflow. I run a small SaaS and was constantly context-switching to check if a date was a holiday in Germany, Turkey, or the US when planning sprints a…
Is anyone else terrified of giving Cursor/Claude direct access to their database? I built an open-source solution. (www.reddit.com) Hey everyone 👋, I absolutely love using Cursor and Claude Desktop for debugging and writing queries, but the idea of hooking them up directly to my database via standard MCP (Model Context Protocol) servers has always given me anxiety. One…
I built an MCP server that cuts Claude Code token usage by 91% - open source, Rust, 21 tools (www.reddit.com) I was watching Claude Code burn through tokens doing the same thing over and over - grep 200 files to find a function, read 5 candidates, waste 1,600 tokens before it finds the answer. Next question?
I use Claude daily to run my small business. What am I missing? (www.reddit.com) I own a one-man permanent LED lighting installation business in Oregon. I use Claude for pretty much everything: building out my service offer, writing sales follow-ups, auditing my website, and I am working on Claude building me a custom…
Giving Claude a Sense of Time (www.reddit.com) Mid-conversation today, Claude confidently told me to enjoy my Sunday. It was Monday.
Tired of re-explaining your stack and projects to Claude/Cursor every session? (www.reddit.com) I built lore-cli — run lore init once, then every AI tool knows you automatically via MCP or clipboard. npm install -g u/mrpink293/lore-cli GitHub: github.com/Lachytonner/lorecli
How I used MCP to give Claude persistent team memory across sessions (www.reddit.com) A pattern I've been thinking about: Claude Code is stateless by design — every session starts fresh. For solo work that's fine.
How are you feeding personal context to your local models? (www.reddit.com) I've been running Mistral/Llama locally through Ollama for a while now and the thing that keeps bugging me is context. The model itself is fine for general stuff but the second I want it to know about my projects, my notes, or files it doe…
Claude playing Tetris via a terminal emulator... and fails. (www.reddit.com) NPCterm lets AI agents interact with real terminal applications through MCP. I make that Claude play Tetris.
I'm shipping more than ever with Cursor... but I have zero memory of what I actually built (www.reddit.com) Cursor has completely changed how fast I code. But there's a side effect: I have no idea what I actually did.
JARVIS running on 3 servers as one fleet. Claude Code, Cursor, and OpenCode all coordinating. (www.reddit.com) One instance is enough, but where is the fun in that right? 🤣 JARVIS across 3 servers, each running a different AI coding agent: - Hel2: Claude Code CLI - Hel1: Cursor CLI - Mainframe: OpenCode They talk to each other over fleet MCP.
MCP servers vs Agent Skills: I think most people are comparing the wrong things (www.reddit.com) I keep seeing people compare MCP servers and Agent Skills as if they’re alternatives, but after building with both, they feel like different layers of the stack. MCP is about access.
Stop Letting Your AI Make Things Up: How MCP Grounds LLMs in Real Data (rivetedinc.com via reddit) Hallucinations are the most embarrassing thing an AI can do, and the most dangerous. Here's the architectural pattern that makes them structurally impossible for anything the AI is supposed to know.
How to turn any website into an AI Tool in minutes (MCP-Ready) (youtu.be via reddit) Hey everyone, I wanted to share a tool I found that makes giving AI agents access to web data a lot easier without the manual headache. The Website to API & MCP Generator is basically an automated "builder" for your AI ecosystem.
MCP for Research: How to Connect AI to Research Tools (huggingface.co) Implementing MCP Servers in Python: An AI Shopping Assistant with Gradio (huggingface.co) Five Big Improvements to Gradio MCP Servers (huggingface.co) Building the Hugging Face MCP Server (huggingface.co) Upskill your LLMs With Gradio MCP Servers (huggingface.co) Tiny Agents in Python: a MCP-powered agent in ~70 lines of code (huggingface.co) How to Build an MCP Server with Gradio (huggingface.co)