43,832 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 agents7,763Claude Code6,670Data and AI3,659Backend and APIs3,501Languages3,393Git and workflow3,250Planning3,235Code review2,768Testing2,411Memory and context2,367Writing and docs2,341DevOps and cloud2,324Research2,284Frontend2,272Security2,048Project management1,751
All Claude Code31,994 Codex23,528 OpenCode22,474 GitHub Copilot3,571 Gemini CLI1,915 Cursor1,736 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| knowmax/mcp-atlassian-main | 0 | Codex, OpenCode | 1 | 733 tok |
| cyberash-dev/moex-mcp | 0 | Claude Code | 1 | 749 tok |
| nsmith/markpost An MCP server that syndicates Markdown content to Twitter/X, Threads, and a static blog on | 0 | Claude Code | 1 | 1,658 tok |
| bypixels/SEO-MCP-PRO Es un servidor MCP integral desarrollado con TypeScript en modo estricto. Conecta a Claude | 0 | Claude Code | 1 | 1,527 tok |
| mythopoeic/mcp-server-demo Demo MCP server wrapping the sheet-compressor library (tools, resources, prompts) over std | 0 | Claude Code, Codex | 18 | 134 tok |
| zmij/playstore-cli CLI client and MCP for Google Play store | 0 | Claude Code | 1 | 1,424 tok |
| shmuelix/claude-cockpit Kanban task board with MCP server and web UI for Claude Code | 0 | Claude Code | 1 | 715 tok |
| whoistus/figma-mcp-poor | 0 | Claude Code | 1 | 1,088 tok |
| rimmade/syncly-dataset-mcp Local MCP server for querying social datasets via DuckDB — 8 purpose-specific analytics to | 0 | Claude Code | 3 | 94 tok |
| b19805652/cloudflare-image-mcp-s3 OpenAI-compatible image generation API + S3 image storage+ Streamable HTTP MCP server powe | 0 | Claude Code, Codex, OpenCode | 18 | 724 tok |
| jopa79/kanban-mcp Terminal Kanban Board mit MCP-Server fuer Claude Code | 0 | Claude Code | 1 | 929 tok |
| rookslog/arxiv-sanity-mcp MCP-native arXiv research discovery substrate | 0 | Claude Code, Codex, OpenCode | 2 | 3,755 tok |
| urjeetpatel/excel_mcp_server An MCP (Model Context Protocol) server for reading Excel workbooks (.xlsx). Built with Fas | 0 | Codex, OpenCode | 1 | 204 tok |
| conraddiao/remote-mcp-server-with-auth | 0 | Claude Code | 3 | 5,279 tok |
| BLANXLAIT/pantry-agent Kroger API MCP Server for AI-powered grocery shopping | 0 | Claude Code | 6 | 1,135 tok |
| elvatis/elvatis-mcp MCP server for OpenClaw - expose smart home, memory, and automation tools to Claude Deskto | 0 | Claude Code | 6 | 1,963 tok |
| beauchompers/dns-mcp-server A Python MCP server providing comprehensive DNS lookup capabilities. | 0 | Claude Code | 1 | 528 tok |
| bsmi021/mcp-gemini-tts | 0 | Claude Code | 1 | 1,195 tok |
| gabrielemidulla/argo-didup-mcp MCP server per il registro elettronico Argo (ScuolaNext) | 0 | Claude Code, Codex | 6 | — |
| hangboss1761/idux-mcp Mcp server for IDux UI | 0 | Claude Code, Codex, OpenCode | 2 | 934 tok |
| dj-oyu/elysiajs-gsi-gov GSI Vector Tile MCP App — displays Geospatial Information Authority of Japan Geospatial Ma | 0 | Claude Code | 4 | 536 tok |
| delta-and-beta/mcp-braze MCP server for Braze customer engagement platform. 92 tools for users, messaging, campaign | 0 | Claude Code | 1 | 907 tok |
| VMRam95/mcp-video MCP server for video analysis - extract frames and transcribe audio for LLM processing | 0 | Claude Code | 1 | 98 tok |
| julianbruegger/strava-mcp-broker strava-mcp.julian-bruegger.ch | 0 | Claude Code | 1 | — |
| 0xNadr/mcp_databridge Production-ready MCP server enabling AI agents to query, aggregate, and analyze databases | 0 | Claude Code | 1 | — |
| revanshine/my-design-platform A professional-grade, containerized Model Context Protocol (MCP) server platform designed | 0 | Codex, OpenCode | 1 | 4,078 tok |
| OriShmila/gnews-mcp-server | 0 | Cursor | 1 | 1,572 tok |
| jagadeesh52423/ConfluenceMcp MCP server with 84 tools for Jira, Confluence, and Bitbucket Cloud -- full CRUD, smart tra | 0 | Claude Code | 1 | 737 tok |
| FullPokerFace/simple-mcp-server Simple MCP server on Express & SQLite | 0 | Claude Code | 1 | 839 tok |
| estapel-ai/mcp-facebook-ads | 0 | Cursor | 44 | — |
| jeffkimble/etsy-mcp-server | 0 | Claude Code | 1 | 879 tok |
| rradhakr-git/nppes-mcp-server | 0 | Claude Code | 1 | 3,763 tok |
| kogai/smaregi-mcp | 0 | Codex, OpenCode | 1 | 1,494 tok |
| ch201y00n/cve-mcp | 0 | Codex, OpenCode | 1 | 2,307 tok |
| hashkrish/datastore-mcp An MCP server for Google Datastore | 0 | Claude Code | 1 | 1,026 tok |
| jblacketter/engram Personal semantic memory for AI — PostgreSQL + pgvector + MCP + embeddings | 0 | Claude Code | 1 | — |
| prgmr99/agora Agora — MCP-native smart task router for AI agents. An open protocol where AI agents disco | 0 | Claude Code | 1 | 696 tok |
| peterparker57/clarion-knowledge-base Semantic search for Clarion programming documentation via Claude AI. MCP server with pre-p | 0 | Claude Code | 3 | — |
| TadMSTR/nextcloud-mcp FastMCP server for Nextcloud — occ admin, OCS provisioning, WebDAV file ops | 0 | Codex, OpenCode | 1 | 559 tok |
| iPraBhu/mcp-database-server npmjs.com Production-grade MCP server for unified SQL database access (Postgres/MySQL/SQLite/MSSQL) | 0 | Claude Code, GitHub Copilot | 2 | 1,192 tok |
| ration/mu-mcp | 0 | Claude Code | 1 | 633 tok |
| gds910228/Freelancer-Focus-Calendar A lightweight schedule and task management service for freelancers: event CRUD, Webhook re | 0 | Cursor | 2 | 2,337 tok |
| g-hyeong/MCP-AidFlow | 0 | Claude Code | 1 | — |
| JosiahSiegel/planview-mcp | 0 | Claude Code | 1 | — |
| rbibbey/agileimagegen-mcp A proxy for generating images using AI models that also implements support for producing i | 0 | Codex, OpenCode | 1 | 607 tok |
| MrBozkay/n8n-mcp-server | 0 | Gemini CLI | 1 | 831 tok |
| istanadodan/img_detect_mcp YOLO model-based object detection MCP that accepts an image path | 0 | Claude Code | 1 | 5,153 tok |
| jurislm/langfuse-mcp MCP server for Langfuse — 13 tools for prompt management and observability | 0 | Claude Code, GitHub Copilot | 2 | 3,084 tok |
| laomeifun/ezssh-mcp Easy SSH MCP Server - Execute commands and transfer files via SSH with AI (OpenAI, Claude, | 0 | Codex, OpenCode | 1 | 2,142 tok |
| richardggxcp/hex-dashboard-mcp Hex API MCP server for Claude Code — design-system-aware chart injection, notebook diagnos | 0 | Claude Code | 1 | 2,546 tok |