43,832 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.
Building agents7,763Claude Code6,670Data and AI3,659Backend and APIs3,501Languages3,393Git and workflow3,250Planning3,235Code review2,768Testing2,411Memory and context2,367Writing and docs2,341DevOps and cloud2,324Research2,284Frontend2,272Security2,048Project management1,751
All Claude Code31,994 Codex23,528 OpenCode22,474 GitHub Copilot3,571 Gemini CLI1,915 Cursor1,736 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| drsullivan13/weather-server MCP Demo - Weather Server | 0 | Claude Code | 1 | 1,203 tok |
| matchs/tf-cloud-mcp-server | 0 | GitHub Copilot | 1 | 114 tok |
| MinhazTopaz/figma-mcp | 0 | GitHub Copilot | 1 | 247 tok |
| yeneryigitcelik-debug/dolores Self-hosted, Postgres-backed memory for AI agents — free local embeddings, hybrid (vector | 0 | Claude Code | 1 | 1,026 tok |
| berntpopp/metadome-link genefoundry.org MCP server for MetaDome: per-position missense tolerance (dN/dS) landscapes for human tran | 0 | Claude Code, Codex, OpenCode | 10 | 4,086 tok |
| everyai-com/distillory Local-first memory engine that synthesizes at ingestion — one schema-graded profile per en | 0 | Codex, OpenCode | 1 | 443 tok |
| bramleyjl/notion-mcp Personal Notion MCP server with domain-specific tools for task management and workspace in | 0 | Claude Code | 1 | 867 tok |
| kibarayhan/slikk Minimal MCP server that resolves Claude Code skill names to paths without bloating context | 0 | Claude Code | 1 | 101 tok |
| diegokoes/tachy | 0 | Claude Code, GitHub Copilot | 2 | 4,183 tok |
| Bov27/MCPkicad | 0 | Claude Code | 1 | 9,320 tok |
| Ira-Ivaa/mcp-coffee | 0 | Claude Code | 1 | 1,143 tok |
| shxiaj/everything-mcp MCP (Model Context Protocol) server for Everything — the lightning-fast Windows file searc | 0 | Codex, OpenCode | 1 | 847 tok |
| kkawailab/kklab-mlit-dpf-mcp An unofficial MCP server for the Ministry of Land, Infrastructure, Transport and Tourism D | 0 | Claude Code | 1 | 1,811 tok |
| NakanoSanku/msc-mcp | 0 | Codex, OpenCode | 1 | 462 tok |
| F4bse-94/lai-n8n-mcp-smithery n8n-mcp.com A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you | 0 | Claude Code | 9 | 2,343 tok |
| hamchowderr/vercel-mcp-template model-context-protocol-mcp-with-ver-rosy-ten.vercel.app | 0 | Claude Code | 1 | 2,396 tok |
| BACH-AI-Tools/deepwiki-mcp deepwiki-mcp — automatically created by MCP Factory | 0 | Cursor | 2 | 70 tok |
| pidanmeng/mcp-template | 0 | Claude Code | 1 | 700 tok |
| intersystems-community/medical-graphrag-assistant Agentic clinical chat interface powered by InterSystems IRIS, NVIDIA NIM, and Model Contex | 0 | Claude Code, Codex, OpenCode | 10 | 3,998 tok |
| pidanmeng/resend-mcp | 0 | Claude Code | 1 | 700 tok |
| Geralt1983/mcp-todoist MCP server for Todoist | 0 | Claude Code | 3 | 1,431 tok |
| sritajkumarpatel/learn_mcp_2025 Repository for learning Model Context Protocol | 0 | GitHub Copilot | 1 | 1,360 tok |
| SongJiangzhou/cpp_guidelines_mcp | 0 | Claude Code | 1 | 523 tok |
| saifeezibrahim/aws-mcp-server-devops-ai | 0 | Claude Code | 1 | 1,151 tok |
| evgenygurin/r2r-rag-search-agent MCP server for integrating R2R (RAG) with Claude Desktop | 0 | Claude Code | 1 | 8,551 tok |
| JenHsuan/alayman-mcp | 0 | Claude Code | 1 | 343 tok |
| dudu1111685/telegram-mcp | 0 | Claude Code, Cursor | 2 | 1,182 tok |
| becksclair/oracle-mcp Oracle MCP to allow agents to consult smarter models for advice | 0 | Claude Code, Codex, OpenCode | 2 | 1,006 tok |
| jeromewoody/freshrss-mcp | 0 | Codex, OpenCode | 1 | 123 tok |
| Aceek/MCPWorkflowCli Help to monitor argentic wortflow actions | 0 | Claude Code | 1 | — |
| ehukaimedia/google-webmaster-mcp | 0 | Codex, OpenCode | 1 | 316 tok |
| lion9/RAG_Obsidian Semantic search over your Obsidian vault via an MCP server | 0 | Claude Code | 1 | 92 tok |
| sandeepreddygantla/custom_mcp | 0 | Claude Code | 1 | 1,277 tok |
| Daxiongmao87/alignment-correction-mcp | 0 | Gemini CLI | 1 | 20 tok |
| Skopaq-AI/argus-mcp-server Argus MCP Server - Model Context Protocol for AI IDEs (Claude Code, Cursor, Windsurf, VS C | 0 | Claude Code | 1 | 611 tok |
| synergyai-os/product-brain-mcp Product OS MCP server — single source of truth for product knowledge in Cursor | 0 | Cursor | 1 | — |
| jasondk/errol-mail 🦉 An MCP server that provides AI assistants with safe and fast comprehensive access to al | 0 | Claude Code | 1 | 1,036 tok |
| Vanszs/Bybit_AutoTrade Tele Bot + LLM + MCP Bybit API for price chekcing, auto trade ECT | 0 | GitHub Copilot | 2 | 1,263 tok |
| jgentes/motion-mcp-cloudflare MCP for useMotion.com hosted via Cloudflare | 0 | Claude Code | 1 | — |
| troopdegen/se2-minikit-mcp-server MCP server for rapid Scaffold-ETH 2 development on Base with Farcaster integration | 0 | Claude Code | 1 | 2,653 tok |
| CDiT-dev/mcp-watermelon 🍉 MCP server for the Watermelon.ai customer support platform — 13 tools for contacts, con | 0 | Claude Code | 20 | — |
| fufufukakaka/pokemon_sv_damage_calc_mcp | 0 | Claude Code | 1 | 1,137 tok |
| fjacquet/vault-rag-mcp fjacquet.github.io | 0 | Claude Code | 1 | 505 tok |
| nickweedon/mcp_server_template Simple template that a MCP server can be based on | 0 | Claude Code | 1 | 1,757 tok |
| wuyuwenj/api-doc-mcp | 0 | Codex, OpenCode | 1 | 3,788 tok |
| JasonBates/mcp-mode-switcher MCP server for switching between Claude Desktop configuration profiles | 0 | Claude Code | 1 | 385 tok |
| Ripnrip/Quake-Coding-Arena-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 7,365 tok |
| koizumikento/e-stats-mcp profile.straydogman.com MCP server for searching and retrieving Japan’s official e-Stat government statistics. | 0 | Claude Code, Codex, OpenCode | 2 | 393 tok |
| tuanpham197/mcp | 0 | Claude Code | 1 | 548 tok |
| ciJaein/ci-openapi-mcp | 0 | Codex, OpenCode | 1 | 3,841 tok |