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 |
|---|---|---|---|---|
| tistaharahap/binance-mcp | 0 | Claude Code | 1 | 655 tok |
| lukeburciu/aws-diagrams-mcp-server | 0 | Claude Code | 1 | 748 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 |
| kodaimaehata/reviewer-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 630 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 |
| 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 |
| foswmine/workflow-mcp workflow-mcp | 0 | Claude Code | 25 | — |
| ArchivierteRepositories/kntn-dev-mcp | 0 | Claude Code | 4 | 108 tok |
| 156554395/tx-cos-mcp Tencent Cloud COS MCP server | 0 | Claude Code | 1 | 1,332 tok |
| suckerfish/yttranscript_mcp YouTube Transcript MCP Server - Fetch and analyze YouTube video transcripts using yt-dlp | 0 | Claude Code | 1 | 1,619 tok |
| BoosClues/new-MCP-builder | 0 | Claude Code | 1 | 636 tok |
| BoosClues/mcp-creator | 0 | Claude Code | 1 | 1,301 tok |
| Human-center/RAG-MCP-HCSRL | 0 | Claude Code, Codex, OpenCode | 2 | 2,442 tok |
| yangjeep/playground-searchspring-api-assist-mcp MCP for SS api integration | 0 | Claude Code | 1 | 1,383 tok |
| drzln/curupira MCP for frontend applications | 0 | Claude Code | 1 | 2,652 tok |
| bradmb/vivint-mcp Vivint Security System MCP Server - Read-only access to your Vivint home security system v | 0 | Claude Code | 1 | 1,701 tok |
| 404-error-notfound/mcp_mysql An mcp that can connect to mysql | 0 | Claude Code | 1 | 858 tok |
| hnethery/davinci-resolve-mcp MCP server integration for DaVinci Resolve | 0 | Claude Code | 1 | 1,356 tok |
| cvanputt/mcp-example | 0 | Claude Code | 1 | 882 tok |
| bracta/streamsets-mcp-server StreamSets MCP Server with Pipeline Builder - 44 tools for comprehensive data pipeline man | 0 | Claude Code | 1 | 2,695 tok |
| wuzhi-dev/soar-mcp SOAR platform integration server based on the Model Context Protocol (MCP), providing Play | 0 | Claude Code | 1 | 85 tok |
| DuncanDam/my-mcp MCP server for My | 0 | Claude Code | 1 | 1,857 tok |
| njohnsn/weather-mcp-server | 0 | Claude Code | 1 | 692 tok |
| ryoshin0830/outlook-mcp MCP server for Outlook email access via Microsoft Graph API | 0 | Claude Code | 1 | 571 tok |
| AINative-Studio/ainative-zerodb-mcp-server AINative ZeroDB MCP Server | 0 | Claude Code | 1 | 239 tok |
| mattmahowald/sfmcp SF MCP | 0 | Claude Code | 1 | 1,008 tok |
| tonkatsutoast/stock-ticker-mcp MCP server for a stock ticker lookup service | 0 | Claude Code | 1 | 1,377 tok |
| ericbfriday/vercel-hono-mcp-bun Vercel hosted HonoJS MCP server. | 0 | Claude Code | 1 | 576 tok |
| vsiwach/MCP-Resume-AWS Live resume MCP Server | 0 | Claude Code | 1 | 738 tok |
| j1c4b/finance_mcp_server | 0 | Claude Code | 1 | 1,216 tok |
| michoo/security_mcp | 0 | Claude Code | 1 | 1,871 tok |
| FernandoVazquez20/databricks-mcp | 0 | Claude Code | 8 | 6,574 tok |
| rkm097git/euconquisto-composer-mcp-poc EuConquisto Composer MCP Server - v1.1.0 Fail-Fast Reliability Suite - Educational content | 0 | Claude Code | 1 | 1,892 tok |
| ricleedo/html-maker-mcp | 0 | Claude Code | 1 | 534 tok |
| ricleedo/mongo-boilerplate-mcp | 0 | Claude Code | 1 | 534 tok |
| ricleedo/JSON-MCP-Boilerplate | 0 | Claude Code | 1 | 321 tok |
| ricleedo/Google-Service-MCP | 0 | Claude Code | 1 | 583 tok |
| ricleedo/media-boilerplate-mcp | 0 | Claude Code | 1 | 642 tok |
| ricleedo/reddit-mcp | 0 | Claude Code | 1 | 642 tok |
| geneontology/noctua-mcp MCP server for GO-CAM model editing via the Barista API. | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 862 tok |
| lila-graph/lila-mcp | 0 | Claude Code | 1 | 4,280 tok |
| Abinesh0206/kube-mcp kubernetes -mcp | 0 | Claude Code | 1 | 828 tok |
| awwaiid/mcp-server-alloy | 0 | Claude Code | 1 | 764 tok |
| nordeim/Security-MCP-Server-v3 | 0 | Claude Code | 1 | 1,631 tok |
| mintedmaterial/mcp-ts-template | 0 | Claude Code, Codex, OpenCode | 2 | 16,606 tok |