31,993 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 |
|---|---|---|---|---|
| scatjay/kxmind-irasutoya-mcp An MCP for helping workers find illustrations on Irasutoya: enter Chinese, automatically t | 0 | Claude Code | 1 | 1,598 tok |
| ericovis/cervo cervo.click A demo app for managing static website hosting on a shared VPS | 0 | Claude Code | 1 | 7,616 tok |
| giancbaring/msim MCP Server Integration Manager for AnythingLLM | 0 | Claude Code | 1 | — |
| BongSuCHOI/memex Local-first personal knowledge system for Codex: conversation memory, facts, RAG, knowledg | 0 | Claude Code, Codex, OpenCode | 1 | 2,017 tok |
| elijah629/classroom-mcp classroom-mcp.vercel.app Google Classroom MCP | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| jjorae/naver-blog-mcp An MCP server for writing posts on Naver Blog with formatting, images, tables, formulas, a | 0 | Claude Code | 1 | 6,080 tok |
| abdulwaqas17/cross-claude-mcp | 0 | Claude Code | 1 | 536 tok |
| chaosst/doc-fine-tuning-mcp An office document (Word/Excel/PPT) large model editing MCP server, which enables the larg | 0 | Claude Code | 1 | 1,443 tok |
| lubowen77/bookd Local-first AI reading companion (Node service + web reader + MCP bridge) | 0 | Claude Code | 1 | — |
| ZylNice/RenderdocMCP | 0 | Claude Code | 3 | 1,504 tok |
| yassinbahri/pyrfc-mcp | 0 | Claude Code | 2 | — |
| Abishai95141/FinCon fincon.astutecomputer.com A reconciliation controller that closes the books with a proof, not a plug. Deterministic | 0 | Claude Code | 1 | 6,604 tok |
| mesutgulecen/ponscli npmjs.com Unofficial command-line interface for the Pons launchpad on Robinhood Chain | 0 | Claude Code, Codex, OpenCode | 5 | 808 tok |
| Miha21222/tradingview-mcp | 0 | Claude Code | 1 | 1,224 tok |
| mskerwiderski/mcp-garmin Read-only MCP server for Garmin Connect: activities, health data, FIT file analysis and ch | 0 | Claude Code | 1 | 576 tok |
| seepine/image-gen-mcp TypeScript MCP server for generating and editing images through OpenAI image models. | 0 | Claude Code, Codex, OpenCode | 2 | 837 tok |
| Rydvansky/figma-console-mcp southleft.com Your design system as an API. Connect AI to Figma for extraction, creation, and debugging. | 0 | Claude Code | 3 | 415 tok |
| AfsheenMahmood/youtube-mcp | 0 | Claude Code | 1 | 1,066 tok |
| elliothimmelfarb/aimade-mcp The MCP server pattern that lets AI agents publish games as first-class users — 41 tools, | 0 | Claude Code, Codex, OpenCode | 2 | 168 tok |
| invictumhr/ai-invictum-browser-bridge invictum.hr Security-first MCP bridge that lets AI agents control your existing Chrome profile locally | 0 | Claude Code, Codex, OpenCode | 2 | 1,204 tok |
| giaosang8888-cmd/AutoLinker-5.1.2-Local AutoLinker 5.1.2 silent MCP version — completely local with no network activity | 0 | Claude Code, Codex, OpenCode | 2 | 1,079 tok |
| andreaselmi/threads-mcp MCP server for the Threads API: publish posts, read your own posts, insights and publishin | 0 | Claude Code | 1 | 591 tok |
| eleferrets/emptysock-mcp | 0 | Claude Code | 2 | 1,531 tok |
| caa1211/genpdm-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 456 tok |
| iXanadu/pigeon-mcp Gmail MCP server for GrokBot | 0 | Claude Code, Codex, OpenCode | 2 | 928 tok |
| sebastian-software/stellara Self-hosted AI tool gateway for Firecrawl, Exa, Qdrant, embeddings, browser automation, an | 0 | Claude Code, Codex, OpenCode | 2 | 1,363 tok |
| petrycz/ecommerce-mcp-automation Sample project for integrating e-commerce platforms via mcp | 0 | Claude Code | 1 | 1,020 tok |
| Leonides2/homemade-mcp-oracle-database-10g-claude | 0 | Claude Code | 1 | — |
| astanciulescu03-sys/BasicLocalToolsMCP | 0 | Claude Code | 3 | 837 tok |
| lovesoonjo-lab/notebooklm-mcp | 0 | Claude Code, Gemini CLI | 2 | 2,724 tok |
| Cyruskraad/codex-claude-mcp Permission-aware local MCP bridge from Codex to Claude Code | 0 | Claude Code, Codex, OpenCode | 14 | 1,316 tok |
| tugraskan/Tamandua Evidence-backed SWAT+ Fortran source index and MCP server | 0 | Claude Code | 1 | 704 tok |
| good-v1be/simple-rick Persistent memory for AI coding agents: an MCP server that records your sessions, normaliz | 0 | Claude Code | 1 | 1,068 tok |
| clivechung/skillmcp Scalable Model Context Protocol (MCP) server for distributing and managing AI agent skills | 0 | Claude Code, Codex | 6 | — |
| zelentsov-dev/google-ads-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 373 tok |
| liqiangcc/agent-runtime-mcp MCP server for managing agent runtime sessions | 0 | Claude Code, Codex, OpenCode | 5 | 991 tok |
| lossefanya/WebMCP Inject MCP on Web AI interfaces like ChatGPT, Claude, Gemini, Perplexity | 0 | Claude Code | 1 | 10,433 tok |
| ilya24b/telegram-notification-mcp Created for video editing | 0 | Claude Code | 1 | 4,388 tok |
| larscolombia/lubot-hunter-mcp-2026 | 0 | Claude Code, Codex, OpenCode | 8 | 4,660 tok |
| devender/hubspot-multi-mcp Unofficial, read-only MCP server that connects Claude to multiple HubSpot portals at once, | 0 | Claude Code | 2 | — |
| ianchesal/unifi-siem-sink A log sink and log MCP server that lets you query your UDM logs with AI | 0 | Claude Code | 1 | 1,260 tok |
| onerandomd3v/Web-MCP-Vision-Tool webmcp-vision-tool.vercel.app | 0 | Claude Code, Codex, OpenCode | 2 | 411 tok |
| bjorn/tmw-mcp A Python client for The Mana World, exposed as an MCP server so an AI agent can play the g | 0 | Claude Code | 1 | 2,492 tok |
| XTND-DYNAMICS/xtnd-mcp-one | 0 | Claude Code | 1 | 236 tok |
| MarcosQuintino0/MCP | 0 | Claude Code | 2 | 2,437 tok |
| 2k92gzzsyc-hash/mcp-server-python-mtef1ly7 Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| dankit/lambda_cloud_MCP GPU availability tracker with alerting & auto-provisioning right as they become available. | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| avvocati-e-mac/normattiva-mcp CLI e server MCP per leggere, verificare e citare norme italiane da Normattiva.it | 0 | Claude Code | 1 | 1,768 tok |
| mahmoud-bebars/distributed-ai-memory-system A personal, cross-provider memory server: one Cloudflare Worker that lets any MCP-capable | 0 | Claude Code | 1 | 3,216 tok |
| minhtrancmvn/asana-local-mcp | 0 | Claude Code | 1 | 1,145 tok |