31,986 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 agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736
All Claude Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| alexclowe/abf ABF (Agentic Business Framework) is an open-source TypeScript/Node.js framework for buildi | 0 | Claude Code | 1 | 5,245 tok |
| teze/claude-code-best ccb.agent-aura.top Unmodified runnable version of Claude Code; all TypeScript types fixed; enterprise-grade r | 0 | Claude Code | 1 | 1,640 tok |
| NyxToolsDev/claude-md-starter Free CLAUDE.md starter template for any project | 0 | Claude Code | 1 | 477 tok |
| leanvox/mcp-server MCP server for Leanvox TTS API — use Leanvox from Claude, ChatGPT, Cursor, and any MCP cli | 0 | Claude Code | 1 | — |
| seung23/lawtutor-mcp Korean Administrative Law & Constitutional Law RAG MCP Server for the 7th-grade civil serv | 0 | Claude Code | 2 | 2,076 tok |
| miguelarios/qkb Hybrid BM25 + vector search for Obsidian vaults (SQLite FTS5 + sqlite-vec, MCP server) | 0 | Claude Code | 1 | 1,076 tok |
| Sinfjell/garmin-mcp Garmin MCP server — connect Claude and other AI assistants to your Garmin Connect data: ac | 0 | Claude Code | 1 | 623 tok |
| hiyorineko/rollbar-mcp-server Pre-release - Model Context Protocol server for Rollbar | 0 | Claude Code | 1 | 261 tok |
| nonnname/t-invest-mcp-server | 0 | Claude Code | 1 | 584 tok |
| Travis-Gilbert/Railway-mcp | 0 | Claude Code | 1 | 837 tok |
| cquillen/realtest-mcp MCP server for RealTest backtesting documentation and example scripts | 0 | Claude Code | 4 | 85 tok |
| YOGi-Seto/akebono-mcp Agent-ready Japanese temple data — scored, reasoned, optimized for AI travel agents | 0 | Claude Code | 7 | 1,169 tok |
| joandiazcapell/shellserver Shell MCP Server | 0 | Claude Code | 2 | — |
| cjwpenner/md-docx-converter Bidirectional Markdown ↔ Word (.docx) converter for Windows. Designed for moving content t | 0 | Claude Code | 1 | 815 tok |
| anhtuanluu/mcp | 0 | Claude Code | 6 | 792 tok |
| WebRTCGame/SQLITE-MCP SQLITE MCP | 0 | Claude Code, Codex, GitHub Copilot | 3 | 757 tok |
| Knuckles-Team/mattermost-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 3,499 tok |
| stock42/mcp-mongodb | 0 | Claude Code, Codex, OpenCode | 4 | 1,953 tok |
| LesterAJohn/jira-mcp | 0 | Claude Code | 1 | — |
| rdmgator12/RE-MCP- Reimbursement Engine CMS | 0 | Claude Code | 1 | 347 tok |
| u9401066/medvision-mcp Medical Vision AI Tools via Model Context Protocol | 0 | Claude Code, GitHub Copilot | 20 | 2,021 tok |
| mj991218/mcp-fhir | 0 | Claude Code | 2 | 11,045 tok |
| zhangreling02-ai/3dslicer-claude-bridge MCP server bridging 3D Slicer with Claude Code for medical image analysis | 0 | Claude Code | 14 | 2,053 tok |
| burakdirin/apple-health-export-mcp MCP server to query your exported Apple Health archive (export.zip) via SQLite — sleep, he | 0 | Claude Code | 1 | 1,300 tok |
| Tom-R-Main/medgemma-mcp Deprecated — unmaintained MedGemma MCP research prototype; do not use clinically. | 0 | Claude Code | 1 | 629 tok |
| Pipelex/pipelex-mcp | 0 | Claude Code, Codex, OpenCode | 6 | 26,473 tok |
| codingthefuturewithai/mcp_jira MCP (Model Context Protocol) server for JIRA integration | 0 | Claude Code | 1 | — |
| SGromych/dataforge-mcp-gateway DataForge MCP Gateway | 0 | Claude Code | 1 | 3,184 tok |
| MohitSahoo/MCPToolForWebVulnerabilities- | 0 | Claude Code, Codex, OpenCode | 2 | 289 tok |
| Kinzen-dev/LineWhiz | 0 | Claude Code | 1 | 2,351 tok |
| digitalhen/bouncie-mcp MCP server for the Bouncie OBD2 vehicle tracker — gives Claude real-time access to GPS loc | 0 | Claude Code | 1 | 1,829 tok |
| jarciahdz111/dokploy-mcp | 0 | Claude Code | 1 | 1,093 tok |
| mikecreighton/mikecreighton-dot-com-content-mcp A Model Context Protocol (MCP) server that will provide all of the Mike Creighton Consulti | 0 | Claude Code | 1 | 225 tok |
| danielscholl/mvn-mcp-server MCP Server for interacting with Maven Repositories | 0 | Claude Code, GitHub Copilot | 5 | 2,815 tok |
| cbruyndoncx/ThirdBrAIn-MCPSERVERS-IQ MCP Servers focused collection of repo's (using git-subrepo for easy updating --ALL) | 0 | Claude Code, GitHub Copilot | 2 | 1,266 tok |
| joao-santillo/web-search-mcp-server Servidor MCP que busca documentação mais atualizada de tools | 0 | Claude Code | 1 | 263 tok |
| ipdelete/workout_mcp_server MCP Server for workout info | 0 | Claude Code, GitHub Copilot | 8 | 1,649 tok |
| JohnnyFoulds/markdown-for-agents-mcp MCP server for AI agents — fetch any URL with full JavaScript rendering (Playwright) and c | 0 | Claude Code | 1 | 1,322 tok |
| servants-of-the-server-fire/paraph-mcp MCP server for the Paraph e-signature API | 0 | Claude Code | 1 | 219 tok |
| productengineered/firewalla-mcp | 0 | Claude Code | 1 | 1,162 tok |
| jsklan/devin-api-mcp Just a simple wrapper mcp server that extends the functionality of the Devin mcp. https:// | 0 | Claude Code | 1 | 1,264 tok |
| trevoraspencer/geminicli-mcp | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 524 tok |
| OnClickListener2048/confluence-mcp confluence-mcp | 0 | Claude Code | 21 | — |
| starter-series/profilekit-mcp MCP server for ProfileKit. Render GitHub profile SVG cards from Claude Code, Codex CLI, or | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 390 tok |
| haxos-anon/autotask-mcp1 | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 59 | 22,920 tok |
| manutrip-pm-AI-Defense/mcpdeployment This is a test MCP server | 0 | Claude Code | 1 | 2,257 tok |
| JonasBaath/mcp-refchecker MCP server for verifying academic citations via Semantic Scholar, OpenAlex, and CrossRef | 0 | Claude Code | 1 | 2,369 tok |
| wfilleman/shopify-mcp-server | 0 | Claude Code | 1 | 548 tok |
| TheMrGU/Ai-Agent-Context-Passoff Pass the baton between AI coding agents — without losing the thread. Local-first MCP-based | 0 | Claude Code, Codex, OpenCode | 2 | 496 tok |
| r3-yamauchi/kintone-oauth-mcp-server-cfw deepwiki.com An unofficial Model Context Protocol (MCP) server for kintone that can be deployed as Clou | 0 | Claude Code | 1 | 4,139 tok |