31,986 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 agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736
All Claude Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| agsinghmac/bom-mcp Sample code to test MCP server that have tools to list products and BOM components | 0 | Claude Code, GitHub Copilot | 21 | 1,134 tok |
| sohumsuthar/portfolio-mcp portfolio-mcp.vercel.app | 0 | Claude Code | 1 | 1,573 tok |
| xydong-web/mcp-nexus MCP Nexus release repository | 0 | Claude Code, Codex, OpenCode | 2 | 286 tok |
| mkoziel2000/mcp-fabric-api | 0 | Claude Code | 1 | 1,829 tok |
| ianball99/remote-mcp-server-authless | 0 | Claude Code | 1 | 1,551 tok |
| mhtb32/reminders-mcp A mcp server using apple script to communicate with apple reminders on Mac OS | 0 | Claude Code | 1 | 467 tok |
| nhanngo-fastboy/mcp-gold-price | 0 | Claude Code | 1 | 489 tok |
| Bolo10/mcp-tools | 0 | Claude Code | 1 | 247 tok |
| anggakawa/sonarqube-ce-mcp A MCP for sonarqube CE server | 0 | Claude Code | 1 | 508 tok |
| JMRussas/ollama-mcp MCP server exposing local Ollama instances as tools for AI coding assistants. Multi-host r | 0 | Claude Code | 1 | 656 tok |
| obisagno/Apple-mcp | 0 | Claude Code | 1 | 271 tok |
| cmillstead/basalt-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 2,380 tok |
| Legolasan/snowflake_mcp | 0 | Claude Code | 1 | 1,446 tok |
| kaihendry/uk-weather-mcp-via-skill | 0 | Claude Code | 2 | 91 tok |
| dragomirweb/gitlab-review-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 3,024 tok |
| halans/evlife-mcp-server Simple MCP server implementation for electricvehicle.life for use with a static Hugo blog | 0 | Claude Code | 1 | 1,032 tok |
| sruckh/aiimagemultistyle A Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's | 0 | Claude Code | 1 | 368 tok |
| jairosoft-com/mcp-server-outlook-calendar | 0 | Claude Code | 6 | 631 tok |
| jhubbardsf/dfns-mcp A Model Context Protocol (MCP) server that provides AI agents with access to the DFNS docu | 0 | Claude Code | 1 | 934 tok |
| amenke-lang/bigquery_mcp | 0 | Claude Code | 1 | 919 tok |
| mistakeknot/interdeep Deep research plugin — content extraction and research orchestration via MCP tools | 0 | Claude Code, Codex, OpenCode | 2 | 1,761 tok |
| chinmay4382/gmail-mcp-server | 0 | Claude Code | 5 | 431 tok |
| yarang/discord-decision-mcp Discord-based decision system for Claude Code tmux teammate mode | 0 | Claude Code | 1 | 2,741 tok |
| urbushey/mcp-db instant-db: MCP server for SQLite database management | 0 | Claude Code | 1 | 1,175 tok |
| d3v1an/ssh-mcp MCP multi tenant | 0 | Claude Code | 1 | 1,551 tok |
| traikdude/enhanced-multimedia-analysis-mcp 🎬 A Model Context Protocol (MCP) server for professional multimedia content analysis and | 0 | Claude Code | 1 | — |
| nludd25/Figma-Context-MCP | 0 | Claude Code | 2 | 1,982 tok |
| markschaake/brain-mcp MCP server for persistent semantic memory via PostgreSQL + pgvector | 0 | Claude Code | 1 | 2,095 tok |
| rajkumar-madhu/mcp DevOps Nexus - 21 AI-powered MCP servers | 0 | Claude Code | 1 | 1,155 tok |
| bb-sdk/bb-api-mcp | 0 | Claude Code | 1 | 289 tok |
| xbotlive/btse-mcp MCP for BTSE | 0 | Claude Code | 1 | 171 tok |
| ekmungi/smart-search Local-first MCP server for semantic search over PDF and DOCX documents | 0 | Claude Code | 1 | 881 tok |
| w36zl/NA_MCP_server | 0 | Claude Code | 1 | 504 tok |
| delt4d/SankhyaMCP | 0 | Claude Code | 2 | 1,016 tok |
| mizuka-wu/mihome-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 755 tok |
| NimbleBrainInc/mcp-granola mpak.dev [Archived] Removed from mpak — use Granola's native remote MCP endpoint. | 0 | Claude Code | 1 | 712 tok |
| hunterphillips/sn-mcp | 0 | Claude Code | 1 | 502 tok |
| marianosalinas/wrds_mcp | 0 | Claude Code | 1 | 2,452 tok |
| gregpriday/memory-mcp | 0 | Claude Code | 5 | 452 tok |
| zihin-ai/zihin-mcp MCP Server proxy stdio-to-HTTP para a plataforma Zihin.ai | 0 | Claude Code | 1 | 1,709 tok |
| bobbyrgoldsmith/lightscout-mcp testscout.dev MCP server for Core Web Vitals analysis powered by Lighthouse. Part of the TestScout MCP S | 0 | Claude Code | 1 | 2,431 tok |
| serranom/my-mcp | 0 | Claude Code | 1 | 1,827 tok |
| yangwuan55/edge-tts-mcp | 0 | Claude Code | 1 | 784 tok |
| tao-Lionel/mcp-browser-logger | 0 | Claude Code | 1 | 998 tok |
| sniper35/verda-cloud-mcp | 0 | Claude Code | 1 | 37 tok |
| arclightdynamics/lumencore LumenCore: A developer tool providing a memory and context engine via MCP Protocol for AI | 0 | Claude Code | 1 | 230 tok |
| bratland/pipedrive-mcp-server pipedrive-mcp-five.vercel.app | 0 | Claude Code | 1 | 2,063 tok |
| wty0512/memory-mcp-server | 0 | Claude Code | 1 | 1,011 tok |
| fred-drake/gmail-mcp | 0 | Claude Code | 1 | 798 tok |
| Shubby98/email-insights MCP server for email signal analytics | 0 | Claude Code | 3 | 930 tok |