23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710
All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 |
| rios0rios0/pipelines Production‑ready SDLC pipelines for every language, every stage, and every DevOps ecosyste | 22 | Claude Code, Codex, GitHub Copilot | 3 | 33,828 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 |
| bo-cao/breaking-coding-chaos A human-in-the-loop control plane for reliable agentic coding—plan, challenge, implement, | 22 | Codex, OpenCode | 1 | — |
| jeonghwanko/mimi-seed-sdk mimi-seed.pryzm.gg An indie developer app launch automation console connected to Claude Code via MCP — CLI + | 22 | Claude Code, Codex, OpenCode | 2 | 3,130 tok |
| DarrenBenson/sdlc-studio Claude Code skill for managing the full software development lifecycle | 22 | Claude Code, Codex, OpenCode | 2 | 4,682 tok |
| rarce/git-wiki Claude Code skill implementing Karpathy's LLM-wiki pattern on a personal GitHub repo, with | 22 | Claude Code, Codex, OpenCode | 2 | 1,838 tok |
| martysama0134/m2ui-skill AI coding skill for generating and modifying Metin2 client UI code from screenshots, descr | 22 | Codex, GitHub Copilot, Gemini CLI, OpenCode | 3 | 3,656 tok |
| chengzuopeng/ccgauge ccgauge.linkdiary.cn Claude Code & Codex Dashboard — local web UI for Cluade & Codex token usage and cost. npx | 22 | Claude Code, Codex, OpenCode | 2 | 6,350 tok |
| hyhmrright/logic-lens Logic-first AI code review via semi-formal execution tracing (Premises → Trace → Divergenc | 22 | Claude Code, Codex, Gemini CLI, OpenCode | 5 | 3,431 tok |
| Visualizeit/illustrator mp.weixin.qq.com A browserless Agent Skill that creates polished visuals locally—no image-generation model | 22 | Codex, OpenCode | 1 | 1,110 tok |
| zenitheditor/zenith x.com A design document format built for the age of AI agents. Zenith is a plain-text format an | 22 | Claude Code, Codex, OpenCode | 2 | 1,542 tok |
| datit309/supergraph datit309.github.io Engineering workflow system for AI coding agents — mandatory planning, TDD, verification, | 22 | Codex, OpenCode | 1 | 1,744 tok |
| cometkim/cc-monitor-worker Claude Code monitoring with Cloudflare Workers & Workers Analytics Engine | 22 | Codex, OpenCode | 1 | 393 tok |
| eweisbrod/example-project eweisbrod.github.io Template for an Accounting or Finance Research Project | 22 | Claude Code, Codex, OpenCode | 2 | 1,058 tok |
| simple-agent-lab/AutoTrainess simpleagentlab.com Repo for "AutoTrainess: Teaching Language Models to Improve Language Models Autonomously" | 22 | Codex, OpenCode | 1 | 1,265 tok |
| navels/neal A plan-driven, multi-agent coding loop: separate planner, coder, and reviewer roles, each | 22 | Claude Code, Codex, OpenCode | 2 | 997 tok |
| abdo-Mansour/axetract abdo-mansour.github.io Low-Cost Cross-Domain Web Structured Information Extraction using specialized LoRA adapter | 22 | Codex, OpenCode | 1 | 34 tok |
| cyril0124/verilua cyril0124.github.io Verilua: An Open Source Versatile Framework for Efficient Hardware Verification and Analys | 22 | Claude Code, Codex, OpenCode | 3 | 2,904 tok |
| WebMCP-org/mcp-ui-webmcp MCP UI WebMCP - Chat UI and MCP Server applications | 22 | Claude Code, Codex, OpenCode | 2 | 1,393 tok |
| jvm/pi-mono Monorepo for Pi-related projects | 22 | Claude Code, Codex, OpenCode | 2 | 2,544 tok |
| xiarongwen/boss-auto-job 🎯 BOSS Zhipin skill — search + AI matching + automatic applications (Camoufox stealth mod | 22 | Claude Code, Codex, Cursor, OpenCode | 3 | 2,967 tok |
| Mrsandman327/OpenCode-Client A visual client for OpenCode | 22 | Claude Code, Codex, OpenCode | 2 | 513 tok |
| hyfdev/libvue-rs | 22 | Claude Code, Codex, OpenCode | 2 | 1,405 tok |
| sebbsssss/clude cluude.vercel.app | 22 | Claude Code, Codex, OpenCode | 2 | 2,987 tok |
| hjanuschka/pi-qmd QMD (Quick Markdown Search) extension for pi coding agent - on-device knowledge base searc | 22 | Codex, OpenCode | 1 | 136 tok |
| lsmith77/traktor-kontrol-qml Documentation on how to use QML to customize Native Instrument Traktor controllers. | 22 | Codex, OpenCode | 1 | 620 tok |
| sunshineLixun/video-publish-skill Local-first Codex skill for preparing and safely staging video publishing assets | 22 | Codex, OpenCode | 1 | 164 tok |
| jstxn/agentdir Local-first Maildir-inspired work mailstore for software agents | 22 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,038 tok |
| KatherLab/llmaixweb A web interface for the LLMAIx framework. Information Extraction. | 22 | Claude Code, Codex, OpenCode | 2 | 10,321 tok |
| tanghaojie/Cyber-AI-Forge tanghaojie.github.io AI-Native Enterprise Application Scaffold. An AI-driven intelligent enterprise application | 22 | Claude Code, Codex, OpenCode | 2 | 3,933 tok |
| kninetimmy/orch Cross-host development orchestrator for Codex CLI and Claude Code CLI | 22 | Claude Code, Codex, OpenCode | 2 | 804 tok |
| SaschaBrunnerCH/arcgis-maps-sdk-js-ai-context Install AI assistant context files for ArcGIS Maps SDK for JavaScript development. Support | 22 | Codex, OpenCode | 1 | 2,049 tok |
| cpuguy96/StepCOVNet Deep Learning to Create StepMania SM FIles | 22 | Claude Code, Codex, Cursor, OpenCode | 12 | 1,611 tok |