22,256 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 agents7,642Claude Code6,648Data and AI3,676Backend and APIs3,504Languages3,399Planning3,222Git and workflow3,208Code review2,742Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,311Research2,290Frontend2,261Security2,025Productivity1,719
All Claude Code31,996 Codex23,310 OpenCode22,256 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| reachjalil/openwork-mcp-app-gallery-fable openwork-mcp-app-gallery-fable-prologe.vercel.app Hosted MCP Apps Example Gallery — fable benchmark candidate (independent adaptation of off | 0 | Codex, OpenCode | 1 | 381 tok |
| nagyeop/kosis_mcp kosismcp.vercel.app MCP server based on the Korean National Data Administration KOSIS OpenAPI (FastMCP) | 0 | Codex, OpenCode | 1 | 778 tok |
| trash-panda-v91-beta/donetick-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 861 tok |
| pilotariak/azkena The Pilotariak MCP server | 0 | Codex, OpenCode | 1 | 2,334 tok |
| sparko161-droid/pyrus_mcp_bd_complect | 0 | Codex, OpenCode | 1 | 776 tok |
| Cuti27/mcp-arr-lite Lightweight MCP server for Radarr and Sonarr with granular tools: lookup, add, search rele | 0 | Codex, OpenCode | 1 | 915 tok |
| YokihitoOkiBiz/jetkvm-mcp Model Context Protocol (MCP) server for controlling JetKVM through Playwright and WebRTC H | 0 | Codex, OpenCode | 1 | 744 tok |
| project-tharsis/claude-code-telegram-kit Remote session control and deterministic delivery for Claude Code's official Telegram Chan | 0 | Claude Code, Codex, OpenCode | 2 | 513 tok |
| masalinas/poc-ai-mcp-claude-code PoC Create MCP using Claude Code | 0 | Claude Code, Codex, OpenCode | 2 | 776 tok |
| hakandedotdev/simple-mcp-job-tracker Minimal job tracker with mcp server | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| ZainUlAbideen02/StackBridge-MCP | 0 | Codex, OpenCode | 1 | 799 tok |
| 1072636071/win-shell-mcp win-shell-mcp | 0 | Codex, OpenCode | 1 | 480 tok |
| Ritesh-977/codegraph-mcp | 0 | Codex, OpenCode | 1 | 776 tok |
| namecallfilter/nodriver-mcp | 0 | Codex, OpenCode | 1 | 539 tok |
| peacenode/livepeer-agent A Livepeer coding agent built on Pi with Livepeer Agent MCP integration. | 0 | Codex, OpenCode | 1 | 249 tok |
| halaprix/bd-explore halaprix.github.io Ask a beads store questions, codegraph-style: verbatim beads + relationship neighborhoods | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,728 tok |
| SagaSmithAI/sagasmith-narrative System-neutral SagaSmith Narrative domain, MCP, Skills, and project generation | 0 | Claude Code, Codex, OpenCode | 2 | 396 tok |
| N0mansky/aws-auth Fast, intelligent AWS SSO authentication tool and Model Context Protocol (MCP) server for | 0 | Codex, OpenCode | 1 | 1,278 tok |
| vonpanda/schematic-mcp MCP server that enables AI agents to understand, query, and reason over hardware schematic | 0 | Codex, OpenCode | 1 | 911 tok |
| quzhiii/ai-disk-doctor-integrations Universal local Agent Skill and MCP integration for AI Disk Doctor | 0 | Claude Code, Codex, OpenCode | 2 | 1,130 tok |
| mlnima/browser-use-relay-mcp | 0 | Codex, OpenCode | 1 | 2,779 tok |
| olykov/node-red-contrib-mcp-server-readonly Read-only Node-RED MCP server package | 0 | Codex, OpenCode | 1 | 283 tok |
| andreasronge/ptc-fs-mcp A small filesystem MCP (protocol 2026-07-28) | 0 | Codex, OpenCode | 1 | 516 tok |
| tecof/tecof-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 251 tok |
| willTerner/baomihua-formatter-mcp A standalone Node.js MCP server for inspecting and operating on media files in OpenList an | 0 | Claude Code, Codex, OpenCode | 2 | 1,379 tok |
| chemisttt/tutu-mcp-kit tutu-mcp-kit.vercel.app Let's go! Tickets and hotels together. Hackathon Tutu MCP. | 0 | Claude Code, Codex, OpenCode | 2 | 858 tok |
| supervised-nl/tesla-fleet-mcp Tesla Fleet MCP for Grok Bot, Grok Build, and Cursor. Streamable HTTP plugin plus local st | 0 | Codex, OpenCode | 1 | 158 tok |
| cristianvirtus/tecno-chatbot-portal tecno-chatbot-portal.vercel.app Mini-agente educativo de tecnología (Nodi): chat texto/voz, avatar, RAG con una sola tool | 0 | Codex, OpenCode | 1 | 272 tok |
| LiuShiYi1027/ThumbAgent Local-first platform that gives AI agents a real thumb on mobile devices. Local-first mobi | 0 | Codex, OpenCode | 1 | 1,472 tok |
| lemanjo/unraid-mcp Security-conscious MCP server for managing Unraid through its official GraphQL API | 0 | Codex, OpenCode | 1 | 107 tok |
| cisbrh/quickfile-mcp | 0 | Codex, OpenCode | 1 | 639 tok |
| dyegolara/nostr-auth-agents Nostr sign-in (NIP-07 first, NIP-98/NIP-42/NIP-05 coming) for LLM coding agents — no walle | 0 | Codex, OpenCode | 1 | 1,119 tok |
| asepharyana/mcpedia wiki.asepharyana.my.id Content-first knowledge base: Web UI + MCP server + tRPC API, shared Core. | 0 | Claude Code, Codex, OpenCode | 2 | 612 tok |
| bomsan69/mysql-mcp-server MCP server for running SELECT/INSERT/UPDATE/DELETE queries against MySQL | 0 | Claude Code, Codex, OpenCode | 2 | 3,043 tok |
| TaranpalSingh18/pmos-mcp mcp for pm | 0 | Codex, OpenCode | 6 | 569 tok |
| bluedragonDC/medas_mcp AI'ınızla Türkiye'nin resmi istatistiklerine erişin. TÜİK MEDAS'a bağlanarak nüfus, ekonom | 0 | Codex, OpenCode | 1 | 869 tok |
| mahmouddattiaa/Genesys-Archivist | 0 | Claude Code, Codex, OpenCode | 2 | 2,343 tok |
| Cruxia-Labs/sagrada-mcp | 0 | Codex, OpenCode | 1 | 465 tok |
| haisamar/agentguard agentguard-eight.vercel.app Identity security for AI agents using Auth0, OAuth, MCP, contextual policy | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| luizanunciostoca/toca-mcp-server | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 23 | 1,778 tok |
| KrivchenkoEgor/mcp-recipe-shopping-list Model Context Protocol (MCP) server that parses recipes from food.ru, finds products on ma | 0 | Codex, OpenCode | 1 | 7,026 tok |
| Epyur/ot5-mcp-server | 0 | Codex, OpenCode | 1 | 61 tok |
| tetracoralla/BatchTicket Deterministic, token-aware structured-data transformation runtime for agents | 0 | Claude Code, Codex, OpenCode | 2 | 739 tok |
| Fatih0234/web-searxng Local on-demand web search for coding agents — SearXNG + safe reader + MCP (lazy Docker, S | 0 | Claude Code, Codex, OpenCode | 2 | 130 tok |
| suhajdab/spotify-playlist-mcp Guarded Spotify playlist curation MCP server for Codex scheduled tasks | 0 | Codex, OpenCode | 1 | 343 tok |
| Epyur/sbe-agent SBE plugin LogicTEAM.007 — a universal LLM agent: MCP tools (Word/Excel/JSON/PDF), permiss | 0 | Codex, OpenCode | 1 | 12,140 tok |
| DrDroidLab/TestTrout 🐟 The testing assistant for coding agents. Reads your repo, connects to your deployment, | 0 | Claude Code, Codex, OpenCode | 2 | 967 tok |
| Mzzj114/nt-mcp-server MCP server exposing FRC NetworkTables (NT4) to AI agents. Reads/writes/monitors a robot's | 0 | Codex, OpenCode | 1 | 1,282 tok |
| FardeenSK004/livekit-mcp | 0 | Codex, OpenCode | 1 | 174 tok |
| Markalvs/study-assistant-ia assistente pessoal de estudos usando ia + mcp | 0 | Codex, OpenCode | 1 | 601 tok |