How real projects configure their agents

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
Elnora-AI/elnora-slack Slack for Claude Code — the entire Slack Web API as a CLI (201 methods, 29 groups) plus ag 2 Claude Code, Codex, OpenCode 1 1,510 tok
WangChangxin0809/repo-agent-harness Lay the foundation that makes a repository teach coding agents how to work in it, then get 2 Claude Code 6 975 tok
dominikwozniak/dw-solo-skills a persistent Solo Projects spec-to-ship workflow for Claude Code 2 Claude Code, Codex, OpenCode 5 1,998 tok
systemfsoftware/comment-checker systemfsoftware.com Fast, offline Claude Code hook that flags unnecessary code comments and AI slop via Tree-s 2 Claude Code, Codex, OpenCode 5 2,269 tok
AndrewDongminYoo/cc-agents-kit skills.donminzzi.kr Claude Code plugin marketplace. guard-hooks: five defensive hooks that block dangerous she 2 Claude Code 1 1,352 tok
eugeniughelbur/clearmode eugeniughelbur.github.io An anti-AI-slop writing standard and checker for AI-drafted text. Scores any document 0-10 2 Claude Code, Codex, OpenCode 2 1,115 tok
Yashraj00700/indian-gov-ui-skills AI agent skills for building accessible Indian government websites — UX4G 3.0.18, DBIM v3, 2 Codex, OpenCode 1 868 tok
GktuOktay/ai-skills 🚀 Universal Open-Source AI Agent Skills & Rules Library for Antigravity, Cursor, Claude C 2 Codex, GitHub Copilot, OpenCode 2 8,202 tok
itsasheruwu/Veo itsasheruwu.github.io A native, local-first macOS workspace for Codex, built around your projects and local CLI. 2 Claude Code, Codex, OpenCode 2 3,887 tok
stormlive-ai/ag-sdd npmjs.com Spec-Driven Development (SDD) harness & skill suite for Google Antigravity (AGY), Gemini 3 2 Codex, OpenCode 1 2,613 tok
martin-francois/symphony-trello Turn Trello cards into isolated, autonomous Codex implementation runs, allowing teams to m 2 Claude Code, Codex, OpenCode 16 1,135 tok
adammatthewsteinberger/clippy-pet adammatthewsteinberger.github.io Unofficial animated paperclip pet for the ChatGPT desktop app & Codex CLI. 9 animations, 1 2 Claude Code, Codex, Gemini CLI, OpenCode 5 2,330 tok
Herbertmt978/HA_Codex_Bridge Run Codex privately inside Home Assistant with ChatGPT login, automations, skills, plugins 2 Codex, OpenCode 1 757 tok
robcmills/cc.nvim neovim native plugin for coding agents (claude code and codex) 2 Claude Code 1 2,142 tok
igovet/codex-cortex-orchestrator Cortex - Reliable multi-agent orchestration for complex software engineering work in Codex 2 Codex, OpenCode 1 2,576 tok
sureclaw-ai/copr copr.fedorainfracloud.org https://sureclaw.com.au/ 2 Claude Code, Codex 1
kei-prog/shikigami A fast, lightweight TUI for managing development workspaces 2 Codex, OpenCode 1 723 tok
Reedtrullz/codex-antigravity-auth pypi.org Released local Responses API gateway bringing Google Antigravity Claude Opus/Sonnet, Gemin 2 Codex, OpenCode 1 1,676 tok
ilyautov/cordon aifrontier.tech A deterministic layer between untrusted content and agent actions: it removes the hidden l 2 Codex, OpenCode 1 1,405 tok
jaxhemopo/tg-cli-bridge telegram CLI Bridge for antigravity, gemini and Claude CLI agents 2 Claude Code, Gemini CLI 2 1,306 tok
bysiber/agents-md-tools Lint, secure, and manage AGENTS.md files — the open standard for AI coding agents. ESLint 2 Codex, OpenCode 1 250 tok
youwei792/agentsmd CI for your AI agent's instructions — generate a grounded AGENTS.md, validate every comman 2 Claude Code, Codex, Gemini CLI, OpenCode 3 573 tok
Fred-In-tech/learn-as-you-build Stop shipping code you can't explain. An AI coding assistant that teaches while it works — 2 Claude Code, Codex, Gemini CLI, OpenCode 3 2,658 tok
rhyme17/ai-study-workflow AI-assisted active recall workflow for university learning, final exam review, course PDFs 2 Claude Code, Codex, Gemini CLI, OpenCode 3 537 tok
thejdubb02/clique useclique.dev Your private clique of CLIs - folder-organised, CLI-agnostic coding sessions in a browser, 2 Claude Code 8 2,252 tok
chf3198/copilot-governance Portable Copilot governance system: instructions, skills, agents, hooks — cloneable to any 2 Claude Code, GitHub Copilot, Gemini CLI 6 4,672 tok
sandraschi/openbci-mcp OpenBCI EEG MCP server (BrainFlow + SOTA webapp) 2 Codex, OpenCode 1 105 tok
aliasunder/vault-onboarding Give your AI agents persistent memory and session continuity in your Obsidian vault — a co 2 Claude Code, Codex, OpenCode 2 1,849 tok
ngoctranfire/discord-mcp-server An MCP server that gives AI assistants full control of Discord — manage channels, messages 2 Codex, OpenCode 1 315 tok
crnisamuraj/G0DM0D3-mcp 2 Codex, OpenCode 1 3,451 tok
jonathan-meyer/zmachine-mcp Model Context Protocol for ZMachine 2 Claude Code, GitHub Copilot 4 2,101 tok
Trivle/i18n-tools-mcp MCP server for managing JSON translation files. Query, set, add, delete, rename, move, lis 2 Claude Code 1 398 tok
cristip73/dynalist-mcp MCP Server for Dynalist.io 2 Claude Code 1 465 tok
peerjakobsen/mcp-gtd AI-native Getting Things Done MCP server with SOP-driven meeting management 2 Claude Code 1 1,318 tok
bestimmaa/roon-mcp npmjs.com MCP server to control Roon music player via AI agents 2 Claude Code, Codex, OpenCode 2 246 tok
MeroZemory/suno-multi-mcp Suno AI MCP server (multi-instance fork of sandraschi/suno-mcp) 2 Cursor 1 1,872 tok
BastianZim/apple-mail-mcp A lightweight, read-only MCP server for Apple Mail. Reads directly from Mail's local SQLit 2 Claude Code 1 412 tok
WIndFate/legal-ai-agent Production-grade legal AI agent reference implementation — LangGraph + pgvector RAG + MCP 2 Claude Code, Codex, OpenCode 2 1,994 tok
xmuweili/app-screen-mcp MCP server for iOS Simulator automation — accessibility tree, screenshot, tap/swipe/type, 2 Claude Code 1
BoabAI/mcp-cliniko 2 Claude Code 1 1,215 tok
brunofin/openproject-mcp A Model Context Protocol (MCP) server that enables AI agents to interact with OpenProject' 2 Codex, OpenCode 1 1,046 tok
piyushptiwari1/mcpkernel pypi.org The Security Kernel for AI Agents — MCP/A2A gateway with policy enforcement, taint trackin 2 Claude Code, Codex, GitHub Copilot 8 2,161 tok
strelec00/testmo-mcp testmo.com Python MCP server for Testmo - connect Claude, Cursor, and other AI assistants to your Tes 2 Claude Code 1 532 tok
chriswu727/sibyl pypi.org Evidence retrieval for AI agents. Search, extract, deduplicate, rank, and return auditable 2 Codex, OpenCode 1 1,391 tok
tubealfred/mcp tubealfred.com Bring YouTube transcripts, comments and channel data into Claude, ChatGPT and Cursor. No Y 2 Codex, OpenCode 1 549 tok
sandraschi/streamfog-mcp Fastmcp 3.2 server plus webapp for controlling streamfog ar facefilter 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,755 tok
lyupro/skillforge-mcp Universal Skills MCP Server — folder-agnostic skill loader for Claude Code, Codex CLI, and 2 Claude Code 1 2,514 tok
VitexSoftware/mcp-server-abraflexi MCP server for AbraFlexi integration using FastMCP and python-abraflexi 2 Codex, OpenCode 1 1,132 tok
valentinludu/oblio-mcp MCP Server for the Oblio API, enabling Claude and other MCP compatible platforms to intera 2 Cursor 1
Raed2180416/holt raed2180416.github.io See what coding agents changed across Git worktrees. Inspect duplicates, collisions and de 2 Claude Code, Codex, OpenCode 5 1,120 tok