43,750 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 agents7,690Claude Code6,656Data and AI3,669Backend and APIs3,506Languages3,395Planning3,227Git and workflow3,219Code review2,753Testing2,387Memory and context2,368Writing and docs2,331DevOps and cloud2,317Research2,292Frontend2,266Security2,036Productivity1,725
All Claude Code31,992 Codex23,401 OpenCode22,346 GitHub Copilot3,564 Gemini CLI1,917 Cursor1,741 Windsurf146 Kiro83
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| ivantichy/loxone-mcp-proxy Headless, self-healing local MCP proxy for the Loxone Miniserver native MCP Server - stabl | 2 | Claude Code | 1 | 818 tok |
| OpenChatGit/Destiny---Codex Destiny Codex turns the Destiny 2 Manifest (gibberish hash-reference JSON) into clean, AI- | 2 | Codex, OpenCode | 1 | 1,931 tok |
| naplesblue/grokbridge Local MCP bridge for Codex and Claude Code: delegate code, reviews, web/X research, Grok 4 | 2 | Codex, OpenCode | 1 | 532 tok |
| ukwhatn/kairan Local MCP server that circulates agent-generated markdown/HTML documents to your browser | 2 | Claude Code | 1 | 504 tok |
| elct9620/noon-sight MCP Server to aggregate Google Analytics / Search Console / Cloudflare Analytics and more | 2 | Claude Code | 4 | 5,278 tok |
| shekarsiri/moo-tasks Local-first MCP task manager & real-time Web UI for AI coding agents (Claude Code, Cursor, | 2 | Claude Code, Codex, Cursor, OpenCode | 3 | 2,629 tok |
| hieutachi/rosbridge-mcp MCP server bridging AI agents to ROS 2 robots via rosbridge (WebSocket). Read-only guardra | 2 | Claude Code | 1 | 588 tok |
| amanasmuei/amem npmjs.com The memory layer for AI coding tools. Local-first, semantic, works with Claude Code, Curso | 2 | Claude Code, GitHub Copilot | 2 | 2,416 tok |
| nvk/llm-wiki-chrome Bounded Chrome collaboration extension and local connector for LLM Wiki. | 2 | Codex, OpenCode | 1 | 250 tok |
| Tom-R-Main/OBS-MCP Control OBS Studio with AI agents via MCP server with full OBS WebSocket v5 coverage. | 2 | Claude Code | 1 | 301 tok |
| duncanmcclean/freeagent-mcp Local, read-only MCP server for FreeAgent. Built on Laravel. | 2 | Claude Code, Codex, OpenCode | 7 | 4,092 tok |
| reiarseni/mockpost Local emulator for E2E testing: fake SMTP, Telegram, WhatsApp, SMS, push, Slack, Discord, | 2 | Claude Code | 1 | 963 tok |
| KonghaYao/mcp-skills-registry | 2 | Claude Code | 1 | 1,885 tok |
| norton77930/corpus-ingest-core Deterministic, provenance-tracked pipeline that turns spoken content into verified, search | 2 | Claude Code, Codex, OpenCode | 18 | 729 tok |
| brajendrak00068/agentic-ai-video-production | 2 | Codex, OpenCode | 1 | 1,826 tok |
| Lolaplex/agents-docs pypi.org Ultra-fast, zero-bloat local markdown documentation RAG for AI coding agents (MCP + BM25). | 2 | Claude Code, Codex, OpenCode | 2 | 208 tok |
| Koniverse/Senti-MCP | 2 | Claude Code, Codex, OpenCode | 3 | 9,001 tok |
| tmchao7/local-vision-mcp Give text-only coding agents (Claude Code, DeepSeek, Codex) local vision via Ollama — one | 2 | Claude Code | 1 | 2,137 tok |
| tiefeiyu/qt-commander MCP server for native Qt application automation. Inject into any running QWidget or QML ap | 2 | Claude Code | 1 | — |
| fish827-08/rag-kb Local-first, offline-capable Agent memory & knowledge service. REST + MCP dual-protocol, h | 2 | Codex, OpenCode | 1 | 4,013 tok |
| DigitalArsenal/OrbPro2-MCP | 2 | Claude Code | 1 | 141 tok |
| statuser-cloud/mcp statuser.cloud Official Statuser MCP server | 2 | Claude Code | 1 | 913 tok |
| GoogleCloudPlatform/mcp-grpc-transport-py | 2 | Codex, OpenCode | 1 | 369 tok |
| olgasafonova/mcp-workshop | 2 | Claude Code | 1 | 82 tok |
| universal-mcp/applications | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 9,414 tok |
| fedec65/BetterCallClaudeMCP_Italy | 2 | Codex, OpenCode | 1 | 1,244 tok |
| axel-sirota/workshop-a2a-mcp | 2 | Claude Code | 1 | 1,623 tok |
| clavia-labs/mcp-multilspy | 2 | Claude Code | 1 | 297 tok |
| antonpinchuk/mobile-mcp-opengl MCP for OpenGL Android Development and Automation (Unity, Unreal Engine, Cocos2d-x, libGDX | 2 | Codex, OpenCode | 1 | 456 tok |
| zenworksza/devMCP | 2 | Codex, OpenCode | 1 | 2,352 tok |
| bigwolfeman/Document-MCP | 2 | Claude Code, Gemini CLI | 11 | 3,852 tok |
| openclawby/tradingview-mcp | 2 | Claude Code | 1 | 1,873 tok |
| DimitrK/mcp-search | 2 | GitHub Copilot | 1 | 3,592 tok |
| CaptainCrouton89/search-mcp | 2 | Claude Code | 1 | 510 tok |
| jmceleney/gnucash-mcp | 2 | Claude Code | 1 | 564 tok |
| andreahaku/gateway_mcp | 2 | Claude Code | 1 | 2,967 tok |
| sushilti80/datadog-mcp Model Context Protocol (MCP) server that provides AI agents with seamless access to Datado | 2 | Codex, GitHub Copilot, OpenCode | 2 | 8,835 tok |
| Supermancho-git/godot_mcp | 2 | Codex, OpenCode | 1 | 1,829 tok |
| progre55/tradingview-mcp MCP bridge for TradingView Desktop via Chrome DevTools Protocol. Forked from LewisWJackson | 2 | Claude Code | 1 | 3,869 tok |
| dvgamerr-app/gokub-mcp dvgamerr.app 🚀 Model Context Protocol (MCP) server for Bitkub Cryptocurrency Exchange API - Connect Cl | 2 | Claude Code, Codex, OpenCode | 2 | 1,403 tok |
| dajiaohuang/shuiyuan-mcp Shuiyuan Discourse MCP with cookie login launchers | 2 | Codex, OpenCode | 1 | 1,471 tok |
| ZenlixAI/hitl-mcp A production-ready, state-persistent MCP server for Human-in-the-Loop (HITL) interaction. | 2 | Claude Code, Codex | 13 | — |
| maybe-finance/synth-mcp | 2 | Claude Code | 1 | 416 tok |
| SecKatie/FalkorDB-MCPServer 🚀 Connect AI models to FalkorDB graph databases through the Model Context Protocol - Quer | 2 | Claude Code | 1 | 1,020 tok |
| aerocristobal/MCP-MacOSControl A native macOS MCP (Model Context Protocol) server built in Swift that provides comprehens | 2 | Claude Code | 1 | 114 tok |
| ranbo12138/mcp-image-gen | 2 | Codex, OpenCode | 1 | 2,111 tok |
| Zettagrid/zettagrid-vmware-mcp | 2 | Claude Code | 1 | 1,368 tok |
| Huleinpylo/kali-agents-mcp | 2 | Claude Code, Codex, OpenCode | 9 | 3,290 tok |
| ilharp/webview-devtools-mcp DevTools for any WebView — no remote-debugging port required. Works in Safari/iOS WebView/ | 2 | Codex, OpenCode | 1 | 761 tok |
| krishnagutta/extend-mcp MCP server for Workday Extend app development — read, write, validate, and deploy Extend a | 2 | Claude Code | 1 | 1,195 tok |