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 |
|---|---|---|---|---|
| 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 |
| 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 | — |
| 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 |
| jeffkimble/etsy-mcp-server | 0 | Claude Code | 1 | 879 tok |
| rradhakr-git/nppes-mcp-server | 0 | Claude Code | 1 | 3,763 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 | — |
| 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 |
| g-hyeong/MCP-AidFlow | 0 | Claude Code | 1 | — |
| JosiahSiegel/planview-mcp | 0 | Claude Code | 1 | — |
| 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 |
| 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 |
| Stefan-Nitu/mcp-claude-code-conversation-history | 0 | Claude Code | 1 | 41 tok |
| eshkook/basic-mcp | 0 | Claude Code | 5 | 569 tok |
| benniblau/strava-mcp A local Strava data pipeline and MCP server. Syncs your Strava activities to a SQLite data | 0 | Claude Code | 1 | 1,959 tok |
| Z-M-Huang/git-doc-mcp Define your MCP server in YAML, write actions in JavaScript, host the files anywhere. No | 0 | Claude Code | 1 | 2,267 tok |
| BrandonDoster/PrintVault_MCP MCP for the PrintVault Self Hosted Self-Hosted 3D Printer Inventory, Printer, Print Tracke | 0 | Claude Code | 1 | 577 tok |
| MuyleangIng/github_mcp | 0 | Claude Code | 1 | 540 tok |
| liavs1999/ebird-mcp-server | 0 | Claude Code | 1 | 362 tok |
| williamjonathanbowen/clerk-chat-mcp | 0 | Claude Code | 1 | 217 tok |
| deese/gameLLM Game guide scraper + structured data pipeline with MCP server and Claude Code skills — tur | 0 | Claude Code | 4 | — |
| diego-ninja/memento Persistent memory for LLMs with lossless transcript management. Two-layer architecture: kn | 0 | Claude Code | 2 | 299 tok |
| duanefields/dav-mcp MCP server for Apple iCloud Calendar and Contacts over CalDAV/CardDAV | 0 | Claude Code | 1 | 3,037 tok |
| trash-panda-v91-beta/truenas-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 917 tok |
| ArmorNGlory/armornglory-mcp-server MCP server for Christian streetwear, faith-based clothing, trucker hats, and foam clogs. E | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,374 tok |
| iamdevnitesh/daily-dose-of-claude-code localhost A local newspaper-style memory system for Claude Code — hooks, MCP, SQLite, and a warm new | 0 | Claude Code | 1 | 395 tok |
| abetoluwani/linkedin-mcp-server Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to | 0 | Claude Code, Codex, OpenCode | 8 | 3,886 tok |
| codeit-ronit/SENTINEL sentinel-5krh.onrender.com Policy enforcement, audit & evaluation control plane for LLM agents on payment infrastruct | 0 | Claude Code | 1 | 1,348 tok |
| orlando-derm/advancedmd-connector Single gateway to AdvancedMD: dual-queue dispatcher, rate clock, per-app tokens, MCP surfa | 0 | Claude Code | 1 | 1,536 tok |
| theamargupta/memory-mcp mcp.devfrend.com | 0 | Claude Code, Codex, OpenCode | 2 | 1,263 tok |