23,310 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 |
|---|---|---|---|---|
| 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 |
| VampSlayer/Corpus A mcp context server for you entire code base | 0 | Claude Code, Codex | 1 | — |
| 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 |
| xiaoxinbuxingyeyuan/MODULAR-RAG-MCP-SERVER Production-oriented modular RAG MCP server for study-abroad knowledge retrieval | 0 | Claude Code, Codex | 9 | — |
| 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 |
| erstanai/erstan-agent-tools-beta docs.erstan.com Temporary Erstan Beta plugin distribution for the isolated QA environment. | 0 | Codex, OpenCode | 1 | 288 tok |
| lemanjo/hac-mcp Safety-first administrative MCP server for Home Assistant | 0 | Codex, OpenCode | 1 | 127 tok |
| romil569/RepoGuardian-RHD-Enterprise repoguardian-rhd.vercel.app AI-native autonomous software engineering intelligence platform powered by RHD - Repositor | 0 | Codex, OpenCode | 1 | 1,433 tok |
| di404/godot-mcp-gateway One Godot editor, multiple AI coding agents. | 0 | Claude Code, Codex, OpenCode | 2 | 6,577 tok |
| aimanhk2023-chencc/finance-mcp | 0 | Codex, OpenCode | 1 | 141 tok |
| jeius/mcp-servers A monorepo of Model Context Protocol servers | 0 | Claude Code, Codex, OpenCode | 3 | 1,176 tok |
| lanefoundry/groundlane Trusted web access layer for AI agents. Vendor-neutral MCP server: web search, fetch, dete | 0 | Codex, OpenCode | 1 | 1,421 tok |
| AngelN-Halo/google-mcp Authenticated, read-only MCP server for narrowly scoped Google Workspace Directory lookups | 0 | Codex, OpenCode | 1 | 744 tok |
| eduardoantoniojunior/otrs-mcp-server Projeto de MCP Server para o OTRS. | 0 | Codex, Kiro, OpenCode | 3 | 1,462 tok |
| roguebot13/stash Bookmark MCP server | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| YingsHermes/lifestyle-mcp-gym Lifestyle MCP gym assistant with human and agent registration | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| btcmatic-com/btcmatic-mcp-server MCP server for the BTCMatic agent API — pay-per-call Bitcoin context over Lightning (402/L | 0 | Codex, OpenCode | 1 | 109 tok |
| MalekYala/yala-agentic-toolkit Yala Agentic Toolkit — 570 AI-agent CLI tools + MCP server for Claude, Codex & Cursor - On | 0 | Claude Code, Codex, OpenCode | 2 | 4,699 tok |
| ChenchaoZhao/citekick Agentic tools for academic paper search MCP and Skills | 0 | Codex, OpenCode | 1 | 1,693 tok |
| ak8x6/talent-bridge-lebanon talent-bridge-lebanon.lovable.app AI career-matching agent for Lebanese CS graduates - semantic job retrieval, deterministic | 0 | Codex, OpenCode | 1 | 115 tok |
| hara-lang/hara-mcp | 0 | Codex, OpenCode | 1 | 550 tok |
| hwillGIT/library-of-context hwillgit.github.io Local-first semantic paging and durable virtual memory for bounded AI context | 0 | Codex, OpenCode | 2 | 680 tok |
| astatineRS/Nexoraa-tree Nexoraa — the open AI-workforce SaaS: animated interactive map of 137 AI jobs, gated skill | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| Xopoko/poland Official-source-first AI agent skills for life in Poland: immigration, work, tax, document | 0 | Codex, OpenCode | 1 | 895 tok |
| klausmark/mcps Thin stdio MCP server acting as a logging and secret-injection facade for services that sh | 0 | Codex, OpenCode | 1 | 1,552 tok |
| courtkillion/utility-api utility-api-jn9g.onrender.com Exact residential electricity rates and bills for SRP (Phoenix, AZ), computed from filed t | 0 | Claude Code, Codex | 1 | — |
| MasterBrogrammer/SW-OpenC64 Browser Commodore 64. Sibling of SW-OpenApple. MCP: WOZMCP64. | 0 | Claude Code, Codex, OpenCode | 19 | 12,423 tok |
| zeneone/dsh-mcp MCP server management plugin for the DSH Web GUI: add, edit, delete, enable, disable, and | 0 | Codex, OpenCode | 1 | 722 tok |
| PanuwatChinpratan/safe-runbook-mcp Policy-gated MCP server for version-controlled operational runbooks with dry-run planning | 0 | Codex, OpenCode | 1 | 386 tok |