How real projects configure their agents

43,458 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283Frontend2,242Security1,990Productivity1,704

All Claude Code32,053 Codex23,184 OpenCode21,956 GitHub Copilot3,523 Gemini CLI1,906 Cursor1,729 Windsurf98 Kiro64

Project Stars Configures Files Always loaded
truefoundry/trueforge trueforge.dev The open-source agent harness - the runtime layer that turns an LLM into a working agent. 5,327 Claude Code, Codex, OpenCode 2 1,334 tok
metalbear-co/mirrord metalbear.com Run any process, on your machine or in an AI agent's environment, as if it were a pod in y 5,324 Claude Code, Codex, OpenCode 2 883 tok
maziyarpanahi/openmed openmed.life Local-first healthcare AI: clinical NER & HIPAA PII de-identification that runs 100% on-de 5,282 Codex, OpenCode 1 1,743 tok
excalidraw/excalidraw-mcp mcp.excalidraw.com Fast and streamable Excalidraw MCP App 5,265 Claude Code 1 2,343 tok
gz-yami/mall4j mall4j.com ⭐️⭐️⭐️ E-commerce mall, mini-program e-commerce system, PC mall, H5 mall, APP mall, Java m 5,241 Claude Code, Codex 1
shareAI-lab/Kode-CLI Kode CLI — Design for post-human workflows. One unit agent for every human & computer task 5,215 Codex, OpenCode 1 719 tok
cloudflare/cloudflare-docs developers.cloudflare.com Cloudflare’s documentation 5,205 Claude Code, Codex, Gemini CLI, OpenCode 6 3,585 tok
looplj/axonhub axonhub.onrender.com ⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balanci 5,186 Claude Code, Codex, OpenCode 2 1,224 tok
WUBING2023/PaperSpine PaperSpine is a motivation-driven skill for learning from strong academic papers, building 5,180 Claude Code, Codex 1 944 tok
kunchenguid/firstmate Talk to one agent. Ship with a crew. 5,166 Claude Code, Codex, OpenCode 26 15,899 tok
tech-leads-club/agent-skills agent-skills.techleads.club The secure, validated skill registry for professional AI coding agents. Extend Antigravity 5,156 Claude Code, Codex, OpenCode 2 1,573 tok
openclaw/Peekaboo peekaboo.boo Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshot 5,138 Claude Code, Codex, OpenCode 4 1,073 tok
MCP-UI-Org/mcp-ui mcpui.dev UI over MCP. Create next-gen UI experiences with the protocol and SDK! 5,134 GitHub Copilot 1 1,709 tok
github/gh-aw gh.io GitHub Agentic Workflows 5,118 Codex, OpenCode 1 1,954 tok
liam-hq/liam liambx.com Automatically generates beautiful and easy-to-read ER diagrams from your database. 5,106 Claude Code, Codex, OpenCode 33 1,602 tok
modelcontextprotocol/go-sdk modelcontextprotocol.io The official Go SDK for Model Context Protocol servers and clients. Maintained in collabor 5,082 Codex, OpenCode 1 563 tok
entireio/cli entire.io 📜 Entire CLI hooks into your Git workflow to capture AI agent sessions as you work. Sessi 5,079 Claude Code, Codex, GitHub Copilot, OpenCode 22 29,246 tok
iflytek/skillhub skill.xfyun.cn Self-hosted, open-source agent skill registry for enterprises. Publish & version skill pac 5,070 Codex, OpenCode 1 6,853 tok
jitsucom/jitsu jitsu.com Jitsu is an open-source Segment alternative. Fully-scriptable data ingestion engine for mo 5,066 Claude Code, Codex, OpenCode 2 1,599 tok
Marker-Inc-Korea/AutoRAG marker-inc-korea.github.io AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are usi 5,063 Claude Code, Codex, GitHub Copilot, OpenCode 3 8,161 tok
harbor-framework/harbor harborframework.com Framework for evaluating and improving agents 5,060 Claude Code, Codex, OpenCode 2 4,100 tok
Kiln-AI/Kiln kiln.tech Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthe 5,053 Claude Code, Codex, OpenCode 10 1,070 tok
pollinations/pollinations pollinations.ai Your Friendly Open-Source Gen-AI Platform 5,043 Claude Code, Codex, OpenCode 28 4,377 tok
vercel/eve eve.dev The Open Framework for Building Agents 5,027 Claude Code, Codex, OpenCode 4 3,123 tok
clidey/whodb whodb.com Where data access meets operational intelligence 5,022 Claude Code, Codex, OpenCode 6 3,204 tok
Expensify/App new.expensify.com Welcome to New Expensify: a complete re-imagination of financial collaboration, centered a 5,022 Claude Code, Codex, OpenCode 18 1,391 tok
PeonPing/peon-ping peonping.com Warcraft III Peon voice notifications (+ more!) for Claude Code, Codex, IDEs, and any AI a 5,022 Claude Code, Gemini CLI 2 4,213 tok
SaladDay/cc-switch-cli ⭐️ A cross-platform CLI All-in-One assistant tool for Claude Code, Codex & Gemini CLI. 5,013 Claude Code, Codex, OpenCode 2 5,070 tok
tiann/hapi hapi.run App for Codex / Claude Code / Pi / OpenCode / Kimi Code / Grok Build, vibe coding anytime, 5,011 Codex, GitHub Copilot, OpenCode 4 2,617 tok
icip-cas/PPTAgent arxiv.org An Agentic Framework for Reflective PowerPoint Generation 5,010 Claude Code, Codex, OpenCode 2 1,432 tok
yuin/goldmark :trophy: A markdown parser written in Go. Easy to extend, standard(CommonMark) compliant, 5,006 Claude Code, Codex, OpenCode 2 497 tok
openclaw/mcporter mcporter.sh Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli. 5,002 Codex, OpenCode 1 176 tok
pomerium/pomerium pomerium.com Pomerium is an identity and context-aware access proxy. 5,001 Codex, OpenCode 1 117 tok
pytorch/executorch executorch.ai On-device AI across mobile, embedded and edge for PyTorch 4,991 Claude Code 2
tfutils/tfenv Terraform version manager 4,968 Claude Code, Codex, GitHub Copilot, OpenCode 14 4,189 tok
mock-server/mockserver-monorepo mock-server.com MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspec 4,968 Claude Code, Codex, OpenCode 61 7,403 tok
RyanFitzgerald/devportfolio ryanfitzgerald.github.io A modern, minimalist portfolio template built with Astro and Tailwind CSS. Perfect for dev 4,966 Claude Code 1 583 tok
campfirein/byterover-cli docs.byterover.dev ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Ci 4,956 Claude Code, Codex, GitHub Copilot, OpenCode 4 12,162 tok
labex-labs/python-cheatsheet labex.io Python Cheatsheet - interactive hands-on course by LabEx. 4,954 GitHub Copilot, Gemini CLI 2 2,067 tok
withcoral/coral withcoral.com One SQL interface over APIs, files, and live sources — built for agents. 4,953 Codex, OpenCode 1 4,437 tok
nyblnet/bento bento.page Bento, the office suite that fits in a file 4,946 Claude Code, Codex, OpenCode 2 14,784 tok
WuKongIM/WuKongIM githubim.com More than just IM, not just instant messaging (IM) 4,937 Codex, OpenCode 4 2,849 tok
mistralai/mistral-vibe Minimal CLI coding agent by Mistral 4,927 Claude Code, Codex, OpenCode 6 1,399 tok
ag2ai/ag2 ag2.ai AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x 4,914 Codex, OpenCode 1 3,671 tok
mavlink/qgroundcontrol qgroundcontrol.io Cross-platform ground control station for drones (Android, iOS, Mac OS, Linux, Windows) 4,913 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,463 tok
SadeghHayeri/GreenTunnel GreenTunnel is an anti-censorship utility designed to bypass the DPI system that is put in 4,907 Claude Code 1 11,732 tok
Martian-Engineering/lossless-claw Lossless Claw — LCM (Lossless Context Management) plugin for OpenClaw 4,895 Codex, OpenCode 1 909 tok
aipotheosis-labs/aci aci.dev ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic 4,889 Claude Code 1 1,270 tok
XiaomingX/ai-money-maker-handbook mp.jobleap4u.com The Ultimate Guide to Making Money with AI Side Hustles: Learn how to leverage AI for some 4,873 Claude Code 1 1,099 tok
TabularisDB/tabularis tabularis.dev Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more datab 4,865 Claude Code, Codex, OpenCode 10 860 tok