How real projects configure their agents

32,566 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 agents8,593Claude Code6,906Git and workflow3,640Data and AI3,579Backend and APIs3,563Languages3,497Planning3,327Code review2,909Testing2,708DevOps and cloud2,500Writing and docs2,487Memory and context2,373Frontend2,320Research2,320Security2,182Project management1,993

All Claude Code32,566 Codex24,956 OpenCode23,878 GitHub Copilot3,727 Gemini CLI2,042 Cursor1,771 Windsurf203 Kiro118

Project Stars Configures Files Always loaded
RedHatResearch/aibom-security AI BOM Security 5 Claude Code, Codex, OpenCode 2 3,161 tok
vodoon-cell/ai-website-cloner-template-all ai-website-cloner-template 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,437 tok
TMHSDigital/CFX-Developer-Tools tmhsdigital.github.io AI-powered Cursor IDE plugin for FiveM and RedM resource development. 9 skills, 6 rules, 6 5 Claude Code, Codex, Cursor, OpenCode 3 6,431 tok
Gkrumbach07/openshell-dashboard Standalone upstream web admin UI for OpenShell 5 Claude Code, Codex, OpenCode 7 1,415 tok
jherrma/calcard A CalDav and CardDav Server 5 Claude Code, Gemini CLI 2 6,434 tok
Joker1796/wh-rules.ru wh-rules.ru WH Rules — bilingual EN/RU Warhammer 40k 11th ed rules reference, army list builder and of 5 Claude Code 11 2,376 tok
opendatahub-io/rhaii-cluster-validation 5 Claude Code 1 1,904 tok
minsu-kang/make-custom-app-skill AI Plugin for working with Make custom apps in Claude Code and Cursor 5 Claude Code 2 2,927 tok
Lolaplex/agents-memory pypi.org Local markdown memory & cross-agent context engine for coding agents (MCP). 5 Claude Code, Codex, OpenCode 2 1,011 tok
RazorEdge-wyh/spare-me A Skill that makes AI grovel and apologize first when angry, then write the reason for the 5 Claude Code, Codex, OpenCode 2 646 tok
impactbrussels/FounderOS impact.brussels The open operating system for first-time founders. Proof before hype. 22 AI skills across 5 Claude Code, Codex, Gemini CLI, OpenCode 3 2,085 tok
testrelic-ai/testrelic-mcp-server testrelic.ai Official MCP server support for TestRelic AI - Build, Plan, Debug, Analyze with AI native 5 Claude Code, Cursor 2 3,032 tok
Leonezz/obsidian-mcp-server 5 Claude Code 1 2,183 tok
xilu0/awesome-claude-code claude-code-academy-gamma.vercel.app A repo that collects awsome learning materials/tools for Calude Code developers, aiming at 5 Claude Code, Gemini CLI 3 1,125 tok
hamzaMissewi/agent-skills 5 Claude Code, Codex, Gemini CLI, OpenCode 11 1,942 tok
eristoddle/agent-skills 5 Claude Code 1 105 tok
cressie176/cressie176-claude-marketplace Personal Claude Code plugin marketplace 5 Claude Code 1 1,077 tok
henkas/orderfood npmjs.com MCP server for AI-driven food delivery — search restaurants and manage orders on Uber Eats 5 Claude Code, Codex, OpenCode 2 1,534 tok
Addono/gh-attach Upload images to GitHub issues, PRs, and comments — from the CLI or via MCP. 5 Claude Code, Codex, OpenCode 5 312 tok
NSF-Simons-CosmicAI-Institute/manna manna.readthedocs.io MCP Architecture for NOIRLab, NRAO, and additional Archives 5 Claude Code 1 4,302 tok
Lilbonner/clo3d-mcp An MCP server that lets Claude (or any MCP host) drive CLO3D for AI-assisted garment desig 5 Claude Code 1 —
ihuzaifashoukat/splicedeck A video editor an AI agent drives, running on your own machine. 5 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,541 tok
MMoMM-org/miyo-kado Where AI meets your vault, on your terms... Obsidian Vault MCP Server 5 Claude Code, Codex, OpenCode 3 1,915 tok
RuloGB/compendio-mcp Compendio is an MCP server that indexes a project's markdown documentation and exposes it 5 Claude Code, Codex, OpenCode 2 4,153 tok
MarvelCollin/overleaf-claude-mcp modelcontextprotocol.io MCP server that connects Claude to Overleaf. Read, edit, compile and restore LaTeX project 5 Claude Code, Codex, OpenCode 2 1,431 tok
cyanheads/oecd-mcp-server npmjs.com Search, explore, and query 1,500+ OECD statistical datasets (national accounts, employment 5 Claude Code, Codex, OpenCode 2 17,550 tok
lllyin/mcp-cn-a-stock An A-share data MCP (Model Context Protocol) service for AI Agents. 5 Claude Code, Codex, OpenCode 2 1,257 tok
Doucs91/hivelore Policy enforcement layer for AI coding agents — briefing gates, team memory, Git/CI checks 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 7 10,065 tok
antonkarliner/truepane truepane.dev Browser-based App Store / Google Play screenshot strip generator (Vite + React + TypeScrip 5 Claude Code, Codex, OpenCode 2 4,763 tok
askads/mcp-yandex-metrica npmjs.com MCP server for Yandex Metrica — web analytics (traffic, sources, behavior, goal conversion 5 Claude Code 1 1,913 tok
psyb0t/docker-telethon-plus ciprian.51k.eu Your Telegram account, but it takes HTTP requests. Wraps Telethon, the real MTProto userbo 5 Claude Code, Codex, OpenCode 3 2,175 tok
psyb0t/docker-wickworks ciprian.51k.eu Dumb-as-rocks OHLC analyzer. POST your bars + the indicators you want, get back exactly wh 5 Claude Code, Codex, OpenCode 3 2,471 tok
ayghri/overleaf-mcp Overleaf MCP: let AI agents operate on your Overleaf projects as real-time collaborators. 5 Claude Code 1 —
DespotB/handelsregister-cli Search the German commercial register (Handelsregister) and download all registry document 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,057 tok
aivsomkar/advisor-strategy-skill Advisor Strategy skill for AI coding agents, spawns a stronger model as strategic advisor 5 Claude Code, Codex, Gemini CLI, OpenCode 3 2,237 tok
martin-francois/symphony-trello Turn Trello cards into isolated, autonomous Codex implementation runs, allowing teams to m 5 Claude Code, Codex, OpenCode 17 1,437 tok
adammatthewsteinberger/clippy-pet adammatthewsteinberger.github.io Unofficial animated paperclip pet for the ChatGPT desktop app & Codex CLI. 9 animations, 1 5 Claude Code, Codex, Gemini CLI, OpenCode 5 2,619 tok
firstsun-dev/skills Modular AI agent skill arsenal for Gemini CLI and Claude Code 5 Claude Code, Codex, Gemini CLI, OpenCode 9 1,489 tok
valentinludu/oblio-mcp MCP Server for the Oblio API, enabling Claude and other MCP compatible platforms to intera 5 Claude Code 1 —
0marm0/COORD-Harness An autonomous multi-agent orchestration harness. Agents coordinate through one SQLite-WAL 5 Claude Code, Codex, OpenCode 8 1,458 tok
keyhr/utol-mcp MCP for UTOL (UTokyo LMS) 5 Claude Code 1 1,178 tok
alexechoi/google-hotels-mcp Google Hotels MCP 5 Claude Code, Codex, OpenCode 2 1,438 tok
voidtype/slsk_mcp 5 Claude Code, Codex, OpenCode 2 581 tok
NathanNorman/claude-memory Local MCP server for persistent memory across Claude Code sessions 5 Claude Code 1 4,509 tok
I4cTime/q-ring qring.i4c.studio OS keychain secrets for AI coding agents, over MCP. Native vault storage (macOS Keychain, 5 Claude Code 1 —
lxman/obsbot-mcp Cross-platform MCP server for OBSBOT Tiny 2 (UVC) camera control 5 Claude Code 1 —
ondeinference/onde-cli ondeinference.com Fine-tune, quantize, and publish your model all from your Apple silicon devices. I meant m 5 Claude Code, Codex, OpenCode 5 12 tok
hanselhansel/context-cli LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content de 5 Claude Code 11 2,591 tok
dig1t/skills 5 Claude Code, Codex 3 —
gwicho38/write-like-me-mcp Open-source MCP server that learns your personal writing style from a local document corpu 5 Claude Code 1 1,106 tok