How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
Q0916/community-webtoon-agent-kit A community webtoon production kit that conveys human intent and WHY to AI writers and edi 21 Codex, OpenCode 1 3,551 tok
pioneerdotai/pioneer getpioneer.dev Multiplayer harness where humans and AI agents work together and build on shared context. 21 Codex, OpenCode 1 2,130 tok
thomaswitt/mcp-agents npmjs.com MCP server that wraps the Claude Code and Gemini CLI so any MCP client (e.g. codex) can ca 21 Claude Code, Codex, OpenCode 2 5,186 tok
chankov/agent-fleet Pi-first multi-agent orchestration for coding agents—dispatcher, resumable fleets, peer me 21 Claude Code, Codex, OpenCode 6 4,893 tok
dimitrovakulenko/dwg-mcp-server dmytro-prototypes.net DWG file format access for AI via MCP. Connect DWG files to Claude, ChatGPT, Codex, Cursor 21 Codex, OpenCode 1 1,526 tok
ouob-tw/LoopAgentTeams Spec-driven multi-agent teamwork for any skills-capable agent (Claude Code, Codex, and mor 21 Claude Code, Codex, OpenCode 2 99 tok
DassianInc/dassian-adt MCP server for SAP ABAP development via ADT API. Connect AI assistants to SAP: read, write 21 Claude Code 1 2,724 tok
Sivan757/dsh-agent-plugins-market npmjs.com One-stop skills, subagent, MCP and LSP manager for DeepSeek Harness (DSH) — compatible wit 21 Claude Code, Codex, OpenCode 3 2,415 tok
aydincan/turk-hukuku-ve-claude turk-hukuku.com Türk hukuku için açık kaynak Claude Code eklenti pazarı: 81 eklenti, 1000+ beceri. Metodol 21 Claude Code 1 967 tok
shiaho777/andmx Android-native AI coding agent (AndMX) 21 Codex, OpenCode 1 802 tok
Phelan164/codex-howto codex-howto-benchmark.nguyenvantamdk2.chatgpt.site Engineering-first OpenAI Codex guide: 14 modules, 9 installable skills, reproducible bench 21 Codex, OpenCode 1 318 tok
wuisabel-gif/Delphin wuisabel-gif.github.io A duplex companion for AI agent CLIs: talk and listen at the same time. 21 Claude Code, Codex 1 —
artarasov/zenmoney-mcp MCP server for ZenMoney — manage your personal finances from Claude, Cursor, and other AI 21 Claude Code 1 144 tok
TheLobbi/claude thelobbi.github.io 21 Claude Code 9 —
oakoss/agent-skills 21 Claude Code, Codex, OpenCode 4 1,956 tok
metio/ilo ilo.projects.metio.wtf manage reproducible build environments 21 Claude Code 1 2,507 tok
mslavov/shelly-forge Shelly Forge is a TypeScript framework and CLI tool for developing, testing, and deploying 21 Claude Code, Codex, OpenCode 2 1,249 tok
elvisdragonmao/emtech emtech.cc Mao Ge EM tech, design, and furry secrets 21 Codex, OpenCode 1 457 tok
kaltinril/ShadowDusk Monogame Shader cross platform and web compiler 21 Claude Code 15 6,051 tok
guoxiucai/ohos-scrcpy-app Hongjing is a Scrcpy-like screen mirroring and development debugging tool for OpenHarmony 21 Claude Code, Codex, OpenCode 12 5,859 tok
crustyhacker/pi-jarvis Memory you can edit. Watchers that wake an idle Pi agent without model polling. A persiste 21 Codex, OpenCode 1 7,602 tok
shipkit-io/bones bones.sh Shipkit (bones), a starter kit for building React/Next.js sites fast. 21 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 6,569 tok
impierce/ssi-agent impierce.com An eIDAS 2.0-compliant Self Sovereign Identity Agent that connects European Identity Walle 21 Claude Code, Codex, GitHub Copilot, OpenCode 21 3,124 tok
meshtastic/meshtastic-mcp pypi.org MCP server + agent skills for AI tooling to discover, drive, observe, and test Meshtastic 21 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,026 tok
mttmcknn/android-emulator-plugin Run, control, and test Android emulators directly in Codex, with a live panel and a dedica 21 Codex, OpenCode 1 525 tok
yojo-art/cherrypick xn--vusz0j.art Coalition-oriented CherryPick fork 21 Claude Code, Codex, GitHub Copilot, OpenCode 16 4,042 tok
spotify/ads-agentic-tools A Claude Code plugin that lets you manage Spotify advertising campaigns through natural la 20 Codex, OpenCode 1 5,622 tok
mahmoudilyan/marmoui marmoui.com The AI agentic designer — open-source React design system + MCP that lets Claude, Codex, C 20 Claude Code, Codex, Cursor, OpenCode 3 3,396 tok
putervision/spc spaceproofcode.com High-performance zero-dependency static analysis tool enforcing NASA Power of Ten rules ac 20 Claude Code, GitHub Copilot 2 3,510 tok
zake-cn/codex_lead_cc Let Codex act as the leader, directing Claude Code powered by DeepSeek, to save my precari 20 Codex, OpenCode 1 871 tok
Chepko932/OctoOffice OctoOffice - AI Agent Company Simulation. Command your CLI agent empire from the CEO desk. 20 Codex, OpenCode 1 4,908 tok
tarnish233/gitpic GitHub image-hosting CLI tool: upload local or clipboard images, generate Markdown links, 20 Codex, OpenCode 1 4,708 tok
joey-barbier/ClaudeCode-Plugin 20 Claude Code 1 216 tok
jianzhoujz/input-indicator macOS Chinese input method indicator (supports Doubao Input Method/WeChat Input Method) 20 Codex, OpenCode 1 7,192 tok
ChenXi-hub/tju-thesis-review-kit Cursor, Codex, and Claude Code workflows, prompts, and a LaTeX starter template for review 20 Claude Code, Codex, OpenCode 2 577 tok
dbl8005/sitrep-panel A live local HTML report Claude keeps updated as it works — status board, running narrativ 20 Codex, OpenCode 1 1,488 tok
mimfort/rag_for_git AI pull-request reviewer: hybrid RAG + a code graph + Claude Code/Codex. Whole-repo contex 20 Claude Code, Codex, Gemini CLI, OpenCode 5 22,359 tok
f-amine/vibe-stack vibestack.salzier.com The SaaS starter where Claude writes the rest. AI-first, full-stack: Next.js 16, Better Au 20 Claude Code, Codex, OpenCode 13 2,842 tok
DearLicy/cursor-studio akucb.com Local-first Windows control center for Cursor: manage AI providers, balances, usage and co 20 GitHub Copilot 1 176 tok
OneSignal/onesignal-python-api 20 Claude Code, Codex, OpenCode 2 799 tok
mindverse/second-me-skills 20 Claude Code 10 787 tok
Meirtz/Shinken Train computer-use agents end-to-end on real desktops, at scale: a high-performance runtim 20 Claude Code 1 4,369 tok
alinalihassan/Lesma lesma.org The Lesma Programming Language 20 Codex, OpenCode 1 3,672 tok
r0k1s-i/fediverse-with-100k-stars 100kstars.contained.love This project visualizes Fediverse instances as stars in a 3D galaxy 20 Claude Code, Codex, OpenCode 2 4,155 tok
xmtp/example-notification-server-go Example push notification server, written in Golang 20 Claude Code, Codex, OpenCode 2 973 tok
natea/ExoMind Highly skilled voice-based assistant with intimate knowledge of your preferences, interest 20 Claude Code 6 3,282 tok
AlirezaKeshavarz83/fix-quera 20 Codex, OpenCode 1 1,338 tok
aliramw/lalaclaw lalaclaw.ai A better way to co-create with OpenClaw. 20 Codex, OpenCode 1 7,505 tok
grainulation/wheat wheat.grainulation.com Structured research sprints for AI coding agents. Claims, conflicts, compilation. 20 Codex, OpenCode 1 162 tok
EduardMaghakyan/ipe GitHub-style plan review for Claude Code 20 Claude Code 1 952 tok