24,879 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971
All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| SagaSmithAI/sagasmith-narrative System-neutral SagaSmith Narrative domain, MCP, Skills, and project generation | 0 | Claude Code, Codex, OpenCode | 2 | 396 tok |
| piersonr/little-green-light-mcp | 0 | Codex, OpenCode | 1 | 1,313 tok |
| QexleOSS/seo-mcp seo-mcp.pages.dev Read Google Trends, autocomplete, SERPs & page audits from your agent. No API key. | 0 | Claude Code, Codex | 1 | — |
| Aitherium/awrelay aitherium.github.io Portable agent messaging — findings, alerts, coordination. | 0 | Claude Code, Codex, OpenCode | 2 | 619 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 | 2,771 tok |
| olykov/node-red-contrib-mcp-server-readonly Read-only Node-RED MCP server package | 0 | Claude Code, Codex, OpenCode | 2 | 286 tok |
| Walessonrdreis/omie-mcp-v1.0 | 0 | Claude Code, Codex | 14 | — |
| 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 |
| 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: Markdown in Git, indexed to Postgres (weighted FTS + embeddi | 0 | Claude Code, Codex, OpenCode | 2 | 1,263 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 |
| Luizcc87/glpi-mcp-v2 MCP server para GLPI API v2.3 (OAuth2) — 29 tools ITIL/CMDB. Fork estrutural de GMS64260/m | 0 | Codex, OpenCode | 1 | 2,770 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 |
| luizanunciostoca/toca-mcp-server | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 23 | 1,778 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 |
| 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 |
| oaslananka/zaptrace oaslananka.github.io AI-native, verification-first EDA kernel for prompt-to-fab electronics: compile design int | 0 | Codex, OpenCode | 1 | 2,225 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 |