How real projects configure their agents

31,993 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742

All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86

Project Stars Configures Files Always loaded
PuttyByteCoding/anylist-mcp MCP for AnyList. Configured for macOS, stores credentials in the macOS keychain. 0 Claude Code 1 522 tok
zhigege666/Lingshu-Gate Self-hosted MCP gateway and control plane 0 Claude Code, Codex, OpenCode 2 606 tok
pioootrek/worktree-switcher Switch dev servers between Git worktrees, with MCP claims for humans and coding agents 0 Claude Code, Codex, OpenCode 2 936 tok
ezydubs/tradingview-mcp TradingView MCP EzyDubs — AI autopilot & execution agent for TradingView Desktop via CDP. 0 Claude Code 1 2,067 tok
cbuntingde/kimi-memory Kimi Code plugin: three-layer local memory (global user, per-project durable + working, pe 0 Claude Code, Codex, OpenCode 1 2,999 tok
treymorgan/jobsearch-apply-mcp Turn a job posting into a tailored CV and cover letter, compiled to PDF and checked before 0 Claude Code, Codex, OpenCode 21 2,461 tok
Rixmerz/eyes-mcp 0 Claude Code 12 —
jsuncar/deployplan Deploy Next.js without Vercel. Supabase-like Postgres + public URL. Agent MCP: npx -y depl 0 Claude Code, Codex, OpenCode 2 245 tok
LakshyaVason/SpiceMCP 0 Claude Code 1 8,654 tok
Etschmia/diskussionsboard Moderiertes Diskussionsboard für Mensch + KI-Modelle (Next.js, SQLite, MCP) 0 Claude Code 1 106 tok
yoshimana/voicevox_mcp VOICEVOX standalone engine setup, FastMCP server, and Web frontend studio for macOS (arm64 0 Claude Code, Codex 1 —
DevRik99/forge-mcp MCP director for the forge pipeline: tells Claude which phase to run, validates each phase 0 Claude Code 1 —
fathyshalaby/fonio-mcp-community Unofficial community MCP server for fonio.ai public API. MIT licensed; not affiliated with 0 Claude Code, Codex, OpenCode 2 159 tok
crunchtools/mcp-metsuke Stateful reports catalog MCP server (definitions + gathered outputs) 0 Claude Code 1 798 tok
hooptiej/scrypted-mcp MCP server exposing a Scrypted NVR/home-automation server's devices, cameras, and controls 0 Claude Code 1 1,719 tok
higpertext/higpertext-mcp 0 Claude Code, Codex, OpenCode 15 839 tok
kirandevihosur74/mcp-sentinel Audits third-party MCP servers in an isolated sandbox seeded with canary secrets. Catches 0 Claude Code 1 1,016 tok
innovasbuild/brains MCP para conectar Brains 0 Claude Code 1 273 tok
Marczelloo/agent-router-mcp MCP server that puts guardrails around delegating work to OpenAI Codex: quota preflight an 0 Claude Code 1 3,940 tok
azzindani/MCP_Documents Self-hosted MCP server for document extraction and manipulation — PDF first, not PDF only. 0 Claude Code 2 8,927 tok
NinjaScoutZ/houmi-mcp 0 Claude Code, Codex 24 —
psqle22/tool-transcribai-mcp Servidor MCP para transcribir texto de imágenes con OCR local (tesseract.js) y descripcion 0 Claude Code, Codex, OpenCode 2 997 tok
yongkyu4803/GQAI-editorial-mcp gqai-editorial-mcp.vercel.app 0 Claude Code, Codex, OpenCode 2 159 tok
Rouen007/tradingview-mcp TradingView MCP server and Pine editor tools 0 Claude Code 1 1,873 tok
BryanBerger98/jmap-mcp npmjs.com Local MCP server exposing a Stalwart JMAP server (mail, calendar, contacts, files, sharing 0 Claude Code 2 842 tok
huytrao/Android_tester_qc_mcp_app 0 Claude Code, Codex, OpenCode 2 404 tok
skyliner2008/JARVIS-MCP Windows-first local AI-agent harness runtime and MCP gateway 0 Claude Code, Codex 2 —
urizo-final-org/urizo-final-mcp-server AX Module Studio single MCP tool runtime 0 Claude Code, Codex, OpenCode 2 406 tok
JainAditi09/personal-insta-manager MCP server that connects Claude to Instagram for publishing, comment moderation, analytics 0 Claude Code 1 —
fabiangulla-pixel/aliado-libre RAG legal colombiano 100% local y gratuito, via MCP 0 Claude Code 1 658 tok
alexeymohr/LexiconLocal A local, offline second brain for coding agents: capture every session and every repo's do 0 Claude Code 1 1,200 tok
kanishk393/mdm-mcp Master Data Management MCP server: conversational datasets, columns, and rows for OpenCode 0 Claude Code, OpenCode 22 —
LanSynergy/mobbin-mcp Fork of @aos-engineer/mobbin-mcp with API fixes for Mobbin's 2026 endpoint changes 0 Claude Code, Codex 1 —
aktasbatuhan/superpose MCP server that gives coding agents parallel machines via Daytona sandboxes. Fork a task N 0 Claude Code, Codex, OpenCode 4 534 tok
Sub-lime-time/mcp-eventkit MCP server for Apple Reminders using the native [EventKit] 0 Claude Code 1 438 tok
robwatsongtr/desktop-organizer-mcp 0 Claude Code 1 229 tok
saiganeshreddy7/auto-fyi-playwright-mcp-server 0 Claude Code 1 —
TregardLabs-Dana/mcp-cyberchef 0 Claude Code 1 1,895 tok
JRM-FusionAL/FusionAL-Recall 0 Claude Code 1 730 tok
jcbmrrs/agent-mesh-core MCP coordination server for multi-agent (Claude Code, Codex, Ollama) task handoff, locking 0 Claude Code, Codex, OpenCode 2 6,616 tok
Jimbwlah/OWON-VDS1022-MCP A repository providing an MCP for the OWON-VDS1022i Oscilloscope 0 Claude Code 1 850 tok
guedes-joaofelipe/telegra-me MCP Server for private Telegram message 0 Claude Code, Codex, Cursor, OpenCode 13 2,098 tok
toniher/substack-saved-mcp MCP server and sync engine for your saved/bookmarked Substack posts 0 Claude Code 1 7,695 tok
OhaoTech/niua-blender-mcp Rough mesh → measured game-ready asset. An MCP server with a ruler: it measures what it pr 0 Claude Code, Codex 1 —
creative-int/atoi-plugins atoi.app Atoi's agent plugin for Claude Code, Codex and Cursor: the governed Atoi tools and an oper 0 Claude Code, Codex, OpenCode 2 740 tok
josepaulolaport/cnes-mapping CNES Brazilian health data → PostgreSQL + MCP server for AI queries 0 Claude Code 1 595 tok
Tarika06/mcp-server 0 Claude Code, Codex 5 —
paarthureddy/TheBlacklisted-NitroStack Protocol-0 is an MCP (Model Context Protocol) server that gives AI assistants, Claude, Cur 0 Claude Code, Codex 6 836 tok
GVR2007/Artha-Live-Data-Finance-Tax-Copilot Artha turns any MCP client into a finance & tax copilot for Indian taxpayers — running on 0 Claude Code, Codex 5 —
Cintra-Payroll-HR/cintra-taskmaster-interview Take-home exercise: a Jira MCP server to explore and extend 0 Claude Code 1 2 tok