22,145 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715
All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 123yongming/Panda_Dive | 22 | Codex, OpenCode | 1 | 1,250 tok |
| KarnaughK/AIPD AI-Powered Development — A documentation-structured workflow where agents drive software p | 22 | Claude Code, Codex, OpenCode | 2 | 3,701 tok |
| RedberryProducts/synapse | 22 | Claude Code, Codex, OpenCode | 3 | 5,050 tok |
| abhinavshrivastava950/Montara Montara is an AI-native, renderer-agnostic autonomous video production operating system th | 22 | Claude Code, Codex, OpenCode | 70 | 4,089 tok |
| complexus-tech/fortyone fortyone.app The Open Source Agentic Project Management Platform | 22 | Codex, OpenCode | 1 | 1,594 tok |
| mojomast/devussy Devussy — interview to DevPlan. Multi‑stage AI planning pipeline with live progress. Gener | 22 | Codex, OpenCode | 1 | 1,834 tok |
| fdhhhdjd/Class-Production-AI-App 🏗️ Production-ready AI app structure — RAG pipeline, hybrid search, self-correcting agent | 22 | Claude Code, Codex, OpenCode | 2 | 776 tok |
| MichaelSuen-thePointer/fixmath a 64bit fixed-point number | 22 | Codex, OpenCode | 1 | 957 tok |
| grigio/docker-nixuser A lightweight Docker image providing a full Nix package manager environment for non-root u | 22 | Codex, OpenCode | 1 | 1,391 tok |
| hanyuancheung/llm-skill A minimal three-layer SKILL system for LLM agents, inspired by Karpathy's LLM-Wiki idea | 22 | Claude Code, Codex, OpenCode | 2 | 1,076 tok |
| tmchow/tmc-marketplace Claude Code and Codex plugins by Trevin Chow | 22 | Claude Code, Codex, OpenCode | 6 | 2,114 tok |
| PaulRBerg/prb-effect Effect-ts monorepo with utilities for web3, next.js, and more | 22 | Claude Code, Codex, OpenCode | 4 | 1,519 tok |
| 1024XEngineer/CialloClaw CialloClaw is a desktop Agent product that runs persistently and serves as a desktop assis | 22 | Codex, OpenCode | 1 | 2,282 tok |
| seflless/deepwiki deepwiki.sh DeepWiki for coding agents | 22 | Claude Code, Codex, OpenCode | 2 | 564 tok |
| Railly/agent-brain railly.dev An agent-powered knowledge system built on Obsidian + Claude Code + Codex | 22 | Claude Code, Codex, OpenCode | 32 | 1,630 tok |
| carlrannaberg/cclint Linter for Claude Code project files | 22 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 18 | 4,110 tok |
| atman-33/openspec-for-copilot marketplace.visualstudio.com A VS Code extension that gives GitHub Copilot users a guided, spec-driven workflow using O | 22 | Claude Code, Codex, OpenCode | 11 | 95 tok |
| jeffdc/gallformers gallformers.org The gallformers site | 22 | Claude Code, Codex, OpenCode | 2 | 931 tok |
| nicelight/DevRails-26 Agentic memory based SDD dev workflow | 22 | Codex, OpenCode | 1 | 2,914 tok |
| pxx-design/cabinet Translate a feeling you can't name into transferable moves an AI can build — a browser ins | 22 | Claude Code, Codex, OpenCode | 2 | 241 tok |
| axot/OpenSuperMLX macOS app for real-time audio transcription powered by MLX on Apple Silicon | 22 | Claude Code, Codex, OpenCode | 2 | 6,750 tok |
| bisq-network/bisq-mobile | 22 | Codex, OpenCode | 1 | 457 tok |
| KaotoIO/forage kaotoio.github.io Opinionated bean factories for Apache Camel | 22 | Claude Code, Codex, OpenCode | 2 | 3,079 tok |
| ubie-oss/dbt-data-privacy A dbt package to enhance data privacy | 22 | Claude Code, Codex, OpenCode | 6 | 296 tok |
| Abil-Shrestha/tracer Issue tracker for coding agents | 22 | Codex, OpenCode | 1 | 2,428 tok |
| FeiLiu36/AutoEoH Automated EoH | 22 | Claude Code, Codex, OpenCode | 2 | 1,672 tok |
| mrFlick72/vauthenticator VAuthenticator OpenID Connect/OAuth2.1 Auth server | 22 | Claude Code, Codex, OpenCode | 2 | 207 tok |
| eva-ics/tabularium Markdown-oriented document store with full-text search | 22 | Codex, OpenCode | 1 | 1,098 tok |
| joelhooks/atproto-agent-network ⚡ AT Protocol concepts on Cloudflare primitives — decentralized agent identity, memory, an | 22 | Claude Code, Codex, OpenCode | 11 | 3,740 tok |
| ertra/pm-brain-for-cursor AI for Product Managers | 22 | Claude Code, Codex, Cursor, OpenCode | 18 | 1,590 tok |
| zbzailabs/Polyglow polyglow.zbz.ai Polyglow is a multilingual Astro theme for content-first blogs, editorial sites, and globa | 22 | Codex, OpenCode | 1 | 2,285 tok |
| parnexcodes/synthetic-web-search-mcp A Model Context Protocol (MCP) server that exposes the Synthetic web search API as a tool | 22 | Claude Code, Codex, OpenCode | 2 | 1,499 tok |
| runwayml/avatars-sdk-react avatars-playground-sooty.vercel.app React SDK for real-time AI avatar interactions with GWM-1 | 22 | Codex, OpenCode | 1 | 1,385 tok |
| crimson-knight/llamero A wrapper shard for llama.cpp that acts as a client to work directly with AI models throug | 22 | Claude Code, Codex, OpenCode | 5 | 2,994 tok |
| stan-rym/liam-linkedin-ads-MCP liam-mcp.vercel.app Create LinkedIn ad campaigns by talking to Claude (MCP) or a CLI. | 22 | Codex, OpenCode | 1 | 3,292 tok |
| fireostendere/mcp_diptrace MCP server and live XML bridge for DipTrace | 22 | Claude Code, Codex, OpenCode | 12 | 2,513 tok |
| promobase/google-ads-mcp | 22 | Claude Code, Codex, OpenCode | 2 | 644 tok |
| Azure/gpt-rag-mcp gpt-rag-mcp | 22 | Claude Code, Codex, GitHub Copilot, OpenCode | 16 | 3,909 tok |
| T-Lab/OpenRFM | 22 | Claude Code, Codex, OpenCode | 2 | 5,427 tok |
| benedict-armstrong/presio presio.xyz Present PDFs from your browser. Including speaker notes, mp4/YouTube/Vimeo support and mor | 22 | Codex, OpenCode | 1 | 399 tok |
| rikardroitto/svensk_transkribering | 22 | Claude Code, Codex, OpenCode | 2 | 1,868 tok |
| ykq007/mcp-nexus | 22 | Claude Code, Codex, OpenCode | 2 | 187 tok |
| leonprou/openstation-legacy Task management system for coding AI agents. Pure convention — markdown specs + skills, ze | 22 | Claude Code, Codex, OpenCode | 6 | 4,286 tok |
| emerzon/mtdata-mcp A MetaTrader 5 research toolkit with 90+ AI tools for forecasting, regime detection, patte | 22 | Codex, OpenCode | 1 | 713 tok |
| izzoa/polyrouter polyrouter.app A self-hostable LLM router / gateway: OpenAI- and Anthropic-compatible, explicit-first rou | 22 | Claude Code, Codex, OpenCode | 22 | 3,500 tok |
| MorpheusAIs/Morpheus-Lumerin-Node mor.org Enable interaction with distributed, decentralized LLMs on the Morpheus network through a | 22 | Codex, OpenCode | 1 | 3,151 tok |
| tleyden/arty iOS realtime voice assistant w/ translation + connectors | 22 | Codex, OpenCode | 1 | 336 tok |
| fpytloun/intaris Guardrails service for AI agents. Default-deny tool call evaluation with LLM safety analys | 22 | Codex, OpenCode | 1 | 22,010 tok |
| kalpmodi/akira Autonomous offensive security agent. Plans engagements, runs recon, chains exploits, and w | 22 | Codex, OpenCode | 1 | 575 tok |
| JSONbored/loopover loopover.ai The loop never sleeps — you finally can. Agents automate the entire development lifecycle | 22 | Claude Code, Codex, OpenCode | 4 | 799 tok |