How real projects configure their agents

24,692 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
Waishnav/devspace devspace.run Minimal Coding Agent Harness on MCP for ChatGPT, Claude, Hermes, Grok Bot, OpenClaw 5,411 Claude Code, Codex, OpenCode 3 1,676 tok
cloudflare/cloudflare-docs developers.cloudflare.com Cloudflare’s documentation 5,407 Claude Code, Codex, Gemini CLI, OpenCode 6 3,916 tok
vercel-labs/zerolang zerolang.ai The Programming Language for Agents 5,405 Codex, OpenCode 1 1,256 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 5,401 Codex, OpenCode 1 2,915 tok
TabularisDB/tabularis tabularis.dev Open-source desktop SQL workspace with 3 built-in database drivers and 26 shipped driver p 5,389 Claude Code, Codex, OpenCode 11 1,799 tok
zerx-lab/FluxDown fluxdown.com Rust-powered multi-protocol download manager supporting HTTP/FTP/BitTorrent magnet links a 5,385 Claude Code, Codex, Cursor, OpenCode 6 6,572 tok
digitallyinduced/ihp ihp.digitallyinduced.com 🔥 The fastest way to build type safe web apps. IHP is a new batteries-included web framew 5,377 Claude Code, Codex, OpenCode 2 3,456 tok
iflytek/skillhub skill.xfyun.cn Self-hosted, open-source agent skill registry for enterprises. Publish & version skill pac 5,370 Codex, OpenCode 1 1,204 tok
tiann/hapi hapi.run App for Codex / Claude Code / Pi / OpenCode / Kimi Code / Grok Build, vibe coding anytime, 5,366 Codex, GitHub Copilot, OpenCode 4 2,018 tok
harry0703/MangoDisk mangodisk.app Safety-first disk cleaner and space analyzer for macOS, Windows and Linux, with duplicate 5,337 Codex, OpenCode 1 1,403 tok
anomalyco/hex anoma.ly Local voice dictation for mac, windows and linux 5,331 Codex, OpenCode 1 28,519 tok
Marker-Inc-Korea/AutoRAG Your Personal Librarian Agent. Ask anything on your computer, organize files, remember imp 5,327 Claude Code, Codex, GitHub Copilot, OpenCode 3 16,986 tok
gz-yami/mall4j mall4j.com ⭐️⭐️⭐️ E-commerce mall, mini-program e-commerce system, PC mall, H5 mall, APP mall, Java m 5,321 Claude Code, Codex 1 —
modelcontextprotocol/go-sdk modelcontextprotocol.io The official Go SDK for Model Context Protocol servers and clients. Maintained in collabor 5,314 Codex, OpenCode 1 563 tok
vitali87/code-graph-rag code-graph-rag.com The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases w 5,314 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,015 tok
entireio/cli entire.io 📜 Entire CLI hooks into your Git workflow to capture AI agent sessions as you work. Sessi 5,310 Claude Code, Codex, GitHub Copilot, OpenCode 24 4,489 tok
mistralai/mistral-vibe Minimal CLI coding agent by Mistral 5,308 Claude Code, Codex, OpenCode 6 2,071 tok
fallow-rs/fallow docs.fallow.tools Codebase intelligence for TypeScript and JavaScript. Health, complexity hotspots, duplicat 5,305 Claude Code, Codex, OpenCode 47 2,019 tok
benjitaylor/agentation agentation.com The visual feedback tool for agents. 5,290 Claude Code, Codex, OpenCode 2 251 tok
callstack/agent-device agent-device.dev Open source device layer for AI coding agents: a CLI, MCP server, and typed Node.js API to 5,280 Codex, OpenCode 1 924 tok
pollinations/pollinations pollinations.ai Your Friendly Open-Source Gen-AI Platform 5,273 Claude Code, Codex, OpenCode 38 5,485 tok
iflytek/astron-rpa iflyrpa.com Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and ente 5,262 Codex, OpenCode 1 1,348 tok
Kiln-AI/Kiln kiln.tech Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthe 5,256 Claude Code, Codex, OpenCode 15 2,163 tok
shareAI-lab/Kode-CLI Kode CLI — Design for post-human workflows. One unit agent for every human & computer task 5,239 Codex, OpenCode 1 719 tok
icip-cas/PPTAgent arxiv.org An Agentic Framework for Reflective PowerPoint Generation 5,206 Claude Code, Codex, OpenCode 2 1,432 tok
melgarafael/DeskcommCRM deskcomm.com.br Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open al 5,198 Claude Code, Codex, OpenCode 22 30,267 tok
rlaope/oh-my-hermes omher.app ⚚ The coding harness with Hermes Agent wired into IDE. 5,182 Claude Code, Codex, OpenCode 5 9,554 tok
liam-hq/liam liambx.com Automatically generates beautiful and easy-to-read ER diagrams from your database. 5,160 Claude Code, Codex, OpenCode 33 1,553 tok
MaaXYZ/MaaFramework maafw.com An automation black-box testing framework based on image recognition | An automation black 5,145 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,995 tok
jitsucom/jitsu jitsu.com Jitsu is an open-source Segment alternative. Fully-scriptable data ingestion engine for mo 5,128 Claude Code, Codex, OpenCode 2 1,599 tok
guokaigdg/animal-island-ui guokaigdg.github.io Kawaii React UI component library with a cute style. 5,110 Claude Code, Codex, OpenCode 2 1,665 tok
openclaw/mcporter mcporter.sh Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli. 5,108 Codex, OpenCode 1 133 tok
ministackorg/ministack ministack.org Ministack: Free, open-source local AWS emulator - 60+ services, Terraform compatible, real 5,106 Codex, OpenCode 1 1,200 tok
yuin/goldmark :trophy: The Golden Swiss Army Knife for markdown processing. 100% CommonMark compliant, A 5,093 Claude Code, Codex, OpenCode 2 653 tok
mavlink/qgroundcontrol qgroundcontrol.io Cross-platform ground control station for drones (Android, iOS, Mac OS, Linux, Windows) 5,092 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,813 tok
pomerium/pomerium pomerium.com Pomerium is an identity and context-aware access proxy. 5,090 Codex, OpenCode 1 117 tok
Expensify/App new.expensify.com Welcome to New Expensify: a complete re-imagination of financial collaboration, centered a 5,088 Claude Code, Codex, OpenCode 18 2,106 tok
dtyq/magic magicrew.ai Magicrew. The first open-source all-in-one AI productivity platform (Generalist AI Agent + 5,076 Codex, OpenCode 1 360 tok
ai-boost/awesome-harness-engineering Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permis 5,062 Claude Code, Codex, OpenCode 2 342 tok
clidey/whodb whodb.com Where data access meets operational intelligence 5,050 Claude Code, Codex, OpenCode 6 3,204 tok
ag2ai/ag2 ag2.ai AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x 5,047 Codex, OpenCode 1 4,861 tok
qixing-jk/all-api-hub all-api-hub.qixing1217.top All-in-one New-API/Sub2API account hub: balance/usage dashboard, auto check-in, one-click 5,047 Claude Code, Codex, OpenCode 6 1,273 tok
langwatch/langwatch langwatch.ai Open-Source Agent Observability & Evals for AI Platform teams. Trace, test, route and gove 5,014 Claude Code, Codex, OpenCode 4 4,841 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 5,004 Claude Code, Codex, OpenCode 61 8,586 tok
aldinokemal/go-whatsapp-web-multidevice gowa-docs.mintlify.site GOWA - WhatsApp REST API with support for UI, Multi Account, Webhooks, and MCP, and Chatwo 4,997 Claude Code, Codex, OpenCode 3 1,341 tok
tfutils/tfenv Terraform version manager 4,991 Claude Code, Codex, GitHub Copilot, OpenCode 14 4,189 tok
WuKongIM/WuKongIM docs.githubim.com More than just IM, not just instant messaging (IM) 4,990 Codex, OpenCode 4 3,121 tok
OpenBMB/PilotDeck pilotdeck.openbmb.cn Task-oriented AI Agent productivity platform 4,981 Codex, OpenCode 1 224 tok
chaitin/MonkeyCode work.baizhi.cloud Enterprise-grade AI office workspace 4,973 Claude Code, Codex 1 —
campfirein/byterover-cli docs.byterover.dev ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Ci 4,944 Claude Code, Codex, GitHub Copilot, OpenCode 4 12,162 tok