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 |
|---|---|---|---|---|
| eidos-agi/resume-resume pypi.org Search, read, and merge your Claude Code session history in plain English. MCP server + TU | 0 | Claude Code | 3 | — |
| jordanlein/Canvas_MCP | 0 | Claude Code, Codex, OpenCode | 2 | 3,139 tok |
| nishtobehonest/latex-resume-tailor-mcp MCP server that tailors LaTeX resumes to job descriptions via Claude — returns structured | 0 | Claude Code | 1 | 1,184 tok |
| HenryKautz/semantic_scholar_ngrok_mcp_server MCP server exposing the Semantic Scholar API, with optional ngrok tunnel | 0 | Claude Code | 1 | 228 tok |
| pouriamrt/svgwriter-mcp An MCP server that wraps the svgwrite Python library, enabling LLM agents to create, compo | 0 | Claude Code | 1 | 773 tok |
| mohn93/asc-mcp-server | 0 | Claude Code | 1 | 658 tok |
| 10-gaurav-01/nexus-mcp Universal multi-AI gateway MCP server — 27 providers, orchestration, councils, autonomous | 0 | Claude Code | 1 | 1,623 tok |
| samuellawrence/openapi-mcp-bridge A generic MCP server that takes any OpenAPI/Swagger specification and exposes it as MCP to | 0 | Claude Code | 2 | 689 tok |
| MacromNex/rosetta_mcp Rosetta MCP server for molecular modeling and protein design | 0 | Claude Code | 1 | 942 tok |
| akramlam/cairnos akram-laamache.me Local-first AI productivity desktop app: brain-dump capture into tasks/notes/ideas/reminde | 0 | Claude Code | 1 | 1,804 tok |
| g-hyeong/Logging-Advisor-MCP | 0 | Claude Code | 1 | 1,794 tok |
| evgenygurin/fastmcp-r2r-openapi-integration MCP server for R2R API using FastMCP - automatically generated from OpenAPI specification | 0 | Claude Code | 1 | 8,210 tok |
| radiosilence/mainlymcpfolk MCP server for Mainly Norfolk - British folk music encyclopedia | 0 | Claude Code | 1 | 723 tok |
| exe-blue/revaid-mcp-server | 0 | Claude Code | 1 | 1,983 tok |
| Omm2005/Canvas-LMS-MCP | 0 | Claude Code, Codex | 1 | — |
| filipecalegario/strateegia-mcp MCP de strateegia | 0 | Claude Code | 1 | 1,104 tok |
| Moishe/bear-mcp | 0 | Claude Code | 1 | 744 tok |
| lucas-1000/location-history-mcp-server MCP server for personal location tracking with PostgreSQL/PostGIS, place recognition, and | 0 | Claude Code | 1 | 2,620 tok |
| J-o-n-a-t-h-a-n-M-u-e-l-l-e-r/lattice Infers the dependency graph hidden in a GitHub backlog, writes it into GitHub's native iss | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 1,948 tok |
| BlockchainHB/linkedin-scraper-mcp An open source mcp agent platform. Cloudflare agent with access to apify scraping tools | 0 | Claude Code | 4 | — |
| paeyoungpark-web/lupa-mcp lupa.kr MCP server for Lupa — let your AI agent search your Mac's documents by content (PDF, DOCX, | 0 | Claude Code | 1 | 828 tok |
| ComputerSaysNull/claude-delegate-local-mcp MCP server that lets Claude Code delegate work to a local model you host yourself. | 0 | Claude Code | 10 | 2,793 tok |
| EricYuan2007/GPUPlane Agent-native training control plane for personal GPUs — personal GPU training control plan | 0 | Claude Code, Codex, OpenCode | 5 | 3,555 tok |
| bindreams/space-mcp | 0 | Claude Code | 2 | 1,409 tok |
| Vince-Yi/-vncy-persona @vncy/persona-mcp — MCP server that maintains a shared persona world-state across agents a | 0 | Claude Code | 1 | 106 tok |
| kthy/felt-mcp MCP server for agents working with Felt.com | 0 | Claude Code, Codex, OpenCode | 2 | 999 tok |
| AstroBlocksMod/ScratchMCP The MCP Server for Scratch | 0 | Claude Code, Codex, OpenCode | 2 | 551 tok |
| CaseyRo/mcp-mockuuups | 0 | Claude Code | 21 | 861 tok |
| Studio-Moser/Shelby-MCP The knowledge-graph memory server for AI tools. Mem0-grade intelligence. Engram-grade simp | 0 | Claude Code, Codex, OpenCode | 4 | 773 tok |
| WalterP/kimai-mcp | 0 | Claude Code | 1 | 1,509 tok |
| eloquentix/metals-mcp | 0 | Claude Code | 1 | 550 tok |
| wellingtonlee/esquie An MCP server with utils for helping reverse engineer binaries. | 0 | Claude Code | 1 | 1,103 tok |
| colinhauch/scryfall-mcp-server | 0 | Claude Code | 3 | 2,842 tok |
| nakanoasaservice/freee-remote-mcp Freee remote MCP server running on Cloudflare Workers | 0 | Claude Code, Codex, OpenCode | 2 | 325 tok |
| zinntikumugai/rigol-oscilloscope-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 1,738 tok |
| Suryakanta26/mcp-server-python-mt9e4j8z Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| goods9999-ai/personal-file-analysis-mcp_test_20260826 A FastMCP-based test suite for locally reading and analyzing specific files | 0 | Claude Code, Codex, OpenCode | 2 | 9,797 tok |
| parmarnaresh86/AgentSphere-MCP | 0 | Claude Code | 2 | 2,204 tok |
| Kautiontape/mystic-forge Unified MCP server for Magic: The Gathering — Scryfall, EDHRec, Archidekt, and deck valida | 0 | Claude Code | 1 | 2,979 tok |
| seeincodes/skyfi-mcp npmjs.com Remote MCP server for SkyFi satellite imagery platform — search, price, order, and monitor | 0 | Claude Code, Codex | 1 | — |
| fx/mcp-arr | 0 | Claude Code, Codex, OpenCode | 2 | 87 tok |
| omalleyandy/kenpom-client Python MCP server and API client for KenPom basketball analytics with automated odds fetch | 0 | Claude Code, Cursor | 10 | 917 tok |
| hmcc0/bragdoc-mcp An MCP server that helps you capture professional achievements using the STAR method. | 0 | Claude Code | 1 | 646 tok |
| Txpple/fvtt-mcp-artificer MCP server that lets Claude make Foundry VTT art (icons, tokens, portraits, illustrations) | 0 | Claude Code | 2 | 1,870 tok |
| ranjanjyoti152/LLM-MCP A unified, persistent memory layer for all your AI coding assistants. Save conversations, | 0 | Claude Code | 2 | 1,946 tok |
| CodeAwareness/kawa.mcp kawacode.ai Team-aware memory for AI coding assistants — intent tracking, decision history, real-time | 0 | Claude Code | 1 | 2,808 tok |
| slamb2k/glam-mcp Slambed MCP Server - Comprehensive Git Flow Automation with MCP and CLI Support | 0 | Claude Code | 5 | 3,254 tok |
| xz0831/openclaw-brain Engineering knowledge-graph + memory served over MCP — ingests semiconductor PDFs into a t | 0 | Claude Code | 1 | 6,067 tok |
| inael/agent-walkie-talkie MCP Server for autonomous agent-to-agent communication between Claude Code instances. Your | 0 | Claude Code | 1 | 657 tok |
| Digitizers/bunny-mcp my-aura.app MCP server for Bunny.net — secret-redacting, read-only by default. Hardened fork of anvme/ | 0 | Claude Code | 2 | — |