22,170 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715
All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| hrubymar10/aimebu IRC for you and your AI agents — shared rooms across Docker, harnesses, and machines. Sing | 5 | Claude Code, Codex, OpenCode | 2 | 7,685 tok |
| HanZephyr/AI-Data-Access-Gateway An open-source secure data access gateway for AI agents. It provides database safety acces | 5 | Codex, OpenCode | 1 | 372 tok |
| davo20019/aidaemon Personal AI daemon — Telegram interface, agentic tool use, MCP integration, email triggers | 5 | Claude Code, Codex, OpenCode | 2 | 3,764 tok |
| VMAFx/vmafx vmafx.github.io VMAFX — perceptual video quality assessment. Modernized fork-evolved with SYCL/CUDA/HIP/Me | 5 | Claude Code, Codex, OpenCode | 45 | 13,606 tok |
| nvdigitalsolutions/mcp-ai-wpoos nvdigitalsolutions.com NV Digital Open Operator System (NV oOS) is an Object-Oriented AI Framework/Harness for Wo | 5 | Claude Code, Codex, GitHub Copilot, OpenCode | 73 | 36,914 tok |
| pdugan20/rewind docs.rewind.rest Personal data aggregation service. Syncs data from Strava, Last.fm, Discogs, Plex, Trakt, | 5 | Claude Code, Codex, OpenCode | 5 | 2,285 tok |
| alvcarmona/library-mcp MCP server that automates library music-room booking — Clean Architecture, Selenium scrapi | 5 | Codex, OpenCode | 1 | 412 tok |
| raunakkathuria/operance operance.dev Local-first AI desktop action layer for controlling your computer with natural language. | 5 | Codex, OpenCode | 1 | 2,353 tok |
| ApexIQ/skillsmith pypi.org One command to make any repo agent-ready. Scaffolds .agent/ workspace, platform instructio | 5 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 5 | 3,432 tok |
| spyrosze/mcp-openfoodtox phoebeai.com MCP server providing tools to access EFSA's comprehensive OpenFoodTox Chemical Hazards in | 5 | Codex, OpenCode | 1 | 6,574 tok |
| 24373054/TLAH-Studio download.matrixlabs.cn Native Windows AI agent workspace with observable runs, controlled tools, MCP, and provide | 5 | Claude Code, Codex, OpenCode | 2 | 2,252 tok |
| zessu/samson-ai Your personal fitness trainer. Get fitness recommendations daily through email/SMS | 5 | Codex, OpenCode | 1 | 1,449 tok |
| epicsagas/Episteme crates.io A production-ready knowledge graph system for software engineering that connects design pa | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 2 | 3,022 tok |
| bobaba76/Engram Local-first code intelligence and MCP-native review engine for Python and TypeScript repos | 5 | Codex, OpenCode | 1 | 736 tok |
| opencue/cuecards cuecards.cc Agent profile manager for Claude Code & Codex. Per-directory profiles select which skills, | 5 | Claude Code, Codex, OpenCode | 3 | 1,445 tok |
| piklen/manmankan piklen.github.io Local A-share data screener: watchlist/industry/theme/full market → CLI + AI-readable JSON | 5 | Codex, OpenCode | 1 | 1,506 tok |
| honeycomb-Technologies/Mitsuro Mitsuro is a self-hosted AI workspace for coding, research, and durable agent work. | 5 | Claude Code, Codex, Cursor, OpenCode | 9 | 6,399 tok |
| cmudco/dare-backend dare.cmu.edu Open-source Django REST backend for the DARE Platform, with multi-LLM chat, RAG, MCP tools | 5 | Claude Code, Codex, OpenCode | 5 | 2,028 tok |
| alexmx/peek See and drive any Mac app from your terminal or your AI agent. | 5 | Claude Code, Codex, OpenCode | 2 | 2,193 tok |
| shuchitajain/awesome-ai-setup npmjs.com Practical agents for AI-native repository workflows | 5 | Codex, OpenCode | 1 | 2,265 tok |
| alxgmpr/serial-mcp Let agents talk to serial devices like UART adapters | 5 | Claude Code, Codex, OpenCode | 2 | 1,399 tok |
| tylerjrbuell/reactive-agents A custom reactive AI Agent framework that allows for creating flexible reactive agents to | 5 | Codex, OpenCode | 1 | 6,277 tok |
| quangdang46/livekit_agent_simulator Black-box LiveKit voice agent testing: real WebRTC/SIP calls with an AI caller. Catch barg | 5 | Codex, OpenCode | 1 | 2,396 tok |
| dinpd/AgentAction agentaction.dev Trust infrastructure for autonomous AI agents: decision assurance, action authorization, r | 5 | Codex, OpenCode | 1 | 310 tok |
| stoa-platform/stoa gostoa.dev 🏛️ The European Agent Gateway — Open-source MCP Gateway for Enterprise AI | gostoa.dev | 5 | Claude Code, Codex, OpenCode | 40 | 4,126 tok |
| Nikita3005/taintgate Provenance-aware runtime security for AI agents with deterministic ALLOW / REVIEW / BLOCK | 5 | Codex, OpenCode | 1 | 259 tok |
| mmornati/leanproxy-mcp mmornati.github.io A "Token Firewall" for MCP - reduce AI token costs by 50-80% while securing your code from | 5 | Codex, OpenCode | 1 | 245 tok |
| wenn-id/comicsol comic-sol-studio.vercel.app Create Comic with Plan anywhere. Render anywhere. Resume everywhere. | 5 | Codex, OpenCode | 1 | 2,499 tok |
| vb-nattamai/agent-ready AgentReady — Transform any legacy repo into an AI-agent-ready codebase. Generates agent-co | 5 | Claude Code, Codex, OpenCode | 2 | 5,630 tok |
| slhaf/AgenticGPT Linux local execution agent and Rust Hub for controlled ChatGPT Actions and Apps MCP acces | 5 | Codex, OpenCode | 1 | 689 tok |
| comisai/comis comis.ai Open-source security-first runtime for AI agents that learn and act across sessions. | 5 | Claude Code, Codex, OpenCode | 2 | 20,957 tok |
| dubh3124/Director Director: AI-first local system for producing live-app presentation videos and decks. | 5 | Codex, OpenCode | 1 | 651 tok |
| PO-VINCENT/ai-shopping-audit Lighthouse for AI shopping: audit any product page for AI-agent readiness. 0-100 score, ev | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 409 tok |
| velhud/PatchBay Route ChatGPT context into local Codex workers. | 5 | Codex, OpenCode | 1 | 3,873 tok |
| provasign/prism provasign.dev Semantic change intelligence for coding agents — complete impact sets, edit-ready context, | 5 | Claude Code, Codex, GitHub Copilot, Gemini CLI, Kiro, OpenCode | 12 | 2,148 tok |
| pacnpal/mcpelevator The missing MCP gateway you always wanted. Elevate MCP servers into authenticated HTTP end | 5 | Claude Code, Codex, OpenCode | 2 | 4,646 tok |
| Afnanksalal/co-op co-op.software Co-Op is local-first business management software for company planning, research, files, c | 5 | Codex, OpenCode | 1 | 1,095 tok |
| llmpolska/llm-design-engine Creative director and design compiler for coding agents | 5 | Codex, OpenCode | 1 | 720 tok |
| q1ngn1ng-web/kb-rag Personal knowledge base engine: PDF/Word/EPUB → LLM entity relationship graph + hybrid ret | 5 | Claude Code, Codex, OpenCode | 11 | 1,225 tok |
| MARUCIE/authbox Your keys. Your identity. Unstoppable. -- Seed-phrase password manager with AI agent gatew | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 45,287 tok |
| velias/mcp-auth-adapter An authentication adapter for Model Context Protocol (MCP) world. It sits in front of any | 5 | Codex, OpenCode | 1 | 5,980 tok |
| prototypdigital/bluetemberg prototypdigital.github.io AI coding standards shipped like a dependency. Version-locked, integrity-verified, signed, | 5 | Claude Code, Codex, OpenCode | 6 | 740 tok |
| MichaelCereda/stampo Turn any API or config into a real CLI. Single static binary, zero dependencies, tab compl | 5 | Codex, OpenCode | 1 | 813 tok |
| binary16labs/prime-silo binary16labs.github.io The canonical Sovereign AI Agent OS & runtime harness. Built for Model Context Protocol (M | 5 | Claude Code, Codex, OpenCode | 13 | 11,239 tok |
| HosungYou/LongTable Research control plane for AI-assisted scholarship: durable human checkpoints, lawful evid | 5 | Codex, OpenCode | 1 | 750 tok |
| symphos-ai/orcho-core docs.orcho.dev Production harness and control plane for accountable AI-assisted software delivery | 5 | Claude Code, Codex, OpenCode | 16 | 2,148 tok |
| lachlanchen/AgInTi-LabCanvas lazying.art AgInTi LabCanvas: agentic studio for editable scientific figures, CAD devices, and experim | 5 | Codex, OpenCode | 1 | 9,085 tok |
| brodewa369/roowet-semantic-vault-search Local RAG semantic search for Obsidian vaults — Ollama + LanceDB + MCP. Search your markdo | 5 | Codex, OpenCode | 1 | 1,221 tok |
| HERRY423/CellTypePilot Agent-native, local-first plugin for auditable single-cell annotation with governed eviden | 5 | Codex, OpenCode | 1 | 4,451 tok |
| swayamg20/AgentRelay swayamg20.github.io Self-hosted MCP mailbox for secure agent-to-agent collaboration across repositories and ma | 5 | Claude Code, Codex, OpenCode | 2 | 1,685 tok |