43,813 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| lucasilverentand/apple-music-mcp MCP server for controlling Apple Music from Claude Code and other AI assistants | 0 | Claude Code | 1 | 302 tok |
| kuraki5336/tpi_lalaleap_mcp | 0 | Claude Code | 9 | 1,334 tok |
| granitebps/youtube-mcp | 0 | GitHub Copilot | 1 | 864 tok |
| v1truv1us/verbalized-sampling-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 547 tok |
| scairnx/mcp-saphana MCP server for SAP HANA — query, explore, and bulk-export HANA data from Claude and other | 0 | Claude Code | 1 | 1,172 tok |
| JoelBondoux/Work-Timer Zero-cost work timer and billing tool for solo contractors & sole traders. MCP server + CL | 0 | Claude Code, GitHub Copilot | 2 | 1,652 tok |
| bfhayes/RentCastMCP | 0 | Claude Code | 1 | 895 tok |
| inevs/clockodo-mcp A clockodo mcp server in Typescript | 0 | Claude Code | 1 | 545 tok |
| florian-priegnitz/A-Eyes Claude Code can read files and run commands, but it cannot see what is on your screen. A-E | 0 | Claude Code | 19 | 2,474 tok |
| ajgreyling/cursor-doctor An MCP server that audits a project for documentation, rules, skills, and other knowledge | 0 | Cursor | 5 | — |
| Emile-Andre/colab-autopilot Autonomous Colab GPU access for AI coding agents — MCP server + background job manager for | 0 | Claude Code | 1 | 918 tok |
| yogimathius/symbols-awakening-mcp A symbolic reasoning engine that serves as a Model Context Protocol (MCP) server for symbo | 0 | Claude Code | 2 | — |
| daviiferrer/paraguacu_transparente_mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,474 tok |
| puran-water/plantuml-csa-mcp-server Consolidated into PuranOS — see github.com/puran-water/puranos-public | 0 | Claude Code | 1 | 1,248 tok |
| razdo227/web-dev-mcp Full Stack Web Development MCP Server | 0 | Claude Code | 1 | 510 tok |
| SAGAAIDEV/mcp-ahrefs Ahrefs MCP Server | 0 | Claude Code | 15 | — |
| yeison-liscano/http_mcp MCP - HTTP server implementation | 0 | Claude Code | 2 | 1,772 tok |
| echatzief/database-mcp-server MCP server for exposing SQL & NoSQL databases to AI tools via Model Context Protocol | 0 | Codex, OpenCode | 1 | 1,670 tok |
| will2023a/MCP-SLACK | 0 | GitHub Copilot | 1 | 346 tok |
| frahman5/bitso-mcp | 0 | Claude Code | 1 | 1,371 tok |
| blaze-xyz/bitso-mcp A simple MCP server to query transaction data from Bitso | 0 | Claude Code | 1 | 1,371 tok |
| takada-at/fortune_mcp | 0 | Claude Code | 1 | 540 tok |
| pgiles/my-mcp | 0 | Claude Code | 1 | 384 tok |
| ArconixForge/mcp-atlassian mcp server for atlassian : https://github.com/sooperset/mcp-atlassian | 0 | Codex, OpenCode | 1 | 712 tok |
| 589411/notion_mcp_connection notion_mcp_connection | 0 | GitHub Copilot | 1 | 230 tok |
| warrenzhu25/dataproc-mcp Google Cloud Dataproc MCP Server - Model Context Protocol server for managing Dataproc clu | 0 | Claude Code | 1 | 595 tok |
| yeison-liscano/demo_http_mcp Project demo of http_mcp package | 0 | Claude Code, Codex, OpenCode | 5 | 1,086 tok |
| tistaharahap/binance-mcp | 0 | Claude Code | 1 | 655 tok |
| CodeHalwell/n8n-mcp MCP for managing n8n projects | 0 | GitHub Copilot | 1 | 1,718 tok |
| Merlin21x/MCPInitial Repositorio para el servidor MCP básico creado con la ayuda de GitHub Copilot. | 0 | GitHub Copilot | 1 | 219 tok |
| lukeburciu/aws-diagrams-mcp-server | 0 | Claude Code | 1 | 748 tok |
| vietnama10/ai-research Play with AI Agent | 0 | GitHub Copilot | 1 | 229 tok |
| thesammykins/FlixBridge Flix-Bridge is a Model Context Protocol (MCP) server that bridges AI assistants with media | 0 | Codex, OpenCode | 2 | 4,850 tok |
| cipher416/airtable-mcp | 0 | Codex, OpenCode | 1 | 653 tok |
| tallpizza/dooray-mcp Dooray MCP Server for Claude Code integration - 5 integrated tools for task management | 0 | Codex, OpenCode | 1 | 650 tok |
| JLKmach/servicenow-mcp | 0 | Cursor | 1 | 660 tok |
| not4yazwz/databricks_custom_mcp | 0 | Claude Code | 8 | 6,574 tok |
| Twixes/mcpolice The MCP server to let the AI align YOU | 0 | Claude Code | 1 | 1,018 tok |
| MAKaminski/depot-mcp Model Context Protocol server exposing Home Depot (HD) investment research and market-inte | 0 | Cursor | 1 | 271 tok |
| bkotos/todoist-mcp | 0 | Cursor | 1 | 1,974 tok |
| Big0290/MCP | 0 | Cursor | 1 | 657 tok |
| kodaimaehata/reviewer-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 630 tok |
| acnlabs/mcp-inspector-server MCP Inspector Server - A comprehensive MCP server testing and validation system | 0 | Codex, OpenCode | 1 | 900 tok |
| AdityaRapid/Strapi_MCP | 0 | Claude Code | 1 | 688 tok |
| drewautomates/noverload-mcp Repo for Noverload MCP | 0 | Claude Code | 1 | 1,217 tok |
| wolfdancer/rockfish-mcp Rockfish MCP Server | 0 | Claude Code | 1 | 1,327 tok |
| ggumgil/openapi_korea_mcp_server | 0 | Gemini CLI | 1 | — |
| CaptainCrouton89/mongo-mcp | 0 | Claude Code | 1 | 534 tok |
| NeoTecDigital/mcp_shamash MCP Shamash - Security Audit & Compliance Server for Model Context Protocol with 9 integra | 0 | Claude Code | 1 | 567 tok |
| Sk0t31n0s/MCPToDo PoC of MCP ToDo list manager | 0 | Claude Code | 1 | 423 tok |