23,819 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977
All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| deveyus/qdrant-mcp-server Fork of mhalder/qdrant-mcp-server with time-based recency scoring in semantic and hybrid s | 0 | Codex, OpenCode | 1 | 945 tok |
| rileylsmith1997/sample-mcp-systemctl | 0 | Codex, OpenCode | 1 | 800 tok |
| AbiyuLingga/LTSpice-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 4,454 tok |
| JNSlayer2/chatgpt-pro-mcp | 0 | Codex, OpenCode | 1 | 245 tok |
| Palanx/grimoire-beholder-mcp Turn your bookshelf into something Claude can read. A fully-local RAG grimoire: contextual | 0 | Codex, OpenCode | 1 | 1,528 tok |
| vaibuep/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| yyu0310/lark-mcp MCP server connecting Claude Desktop App to your Lark workspace — built on lark-cli | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 392 tok |
| zcharako81/iiq-mcp MCP server for SailPoint IdentityIQ 8.5 | 0 | Codex, OpenCode | 1 | 1,423 tok |
| Knuckles-Team/freshrss-agent knuckles-team.github.io FreshRSS API + MCP Server + A2A Server — curated, relevance-gated RSS world-model intake f | 0 | Claude Code, Codex, OpenCode | 2 | 3,778 tok |
| berntpopp/orphanet-link genefoundry.org MCP server for Orphanet (Orphadata): rare-disease nomenclature, gene–disease associations, | 0 | Claude Code, Codex, OpenCode | 10 | 6,542 tok |
| goosefly99/profile-project-claude-plugin Claude Code plugin: a fixed-DAG MCP server that profiles a project (codebase, docs, transc | 0 | Codex, OpenCode | 1 | 1,492 tok |
| creative-int/saya-plugins Plug any agent into your team's Saya — query the team brain over MCP. | 0 | Claude Code, Codex, OpenCode | 2 | 699 tok |
| lionellau/leptin Personal, local-first memory infrastructure for your coding agent. No account, no subscrip | 0 | Codex, OpenCode | 1 | 713 tok |
| ton-to-ton/real-browser-mcp | 0 | Codex, OpenCode | 2 | 3,154 tok |
| sabari245/websearch-mcp docs.morphllm.com MCP server for web search, fetch, and AI-powered extraction — powered by crawl4ai and morp | 0 | Codex, OpenCode | 1 | 214 tok |
| Lil-Beast-666/wikijs-mcp-http Native HTTP/SSE MCP server for Wiki.js. Clean, production-ready replacement for supergatew | 0 | Codex, OpenCode | 1 | 2,856 tok |
| digimetalab/dml-bps-mcp MCP (Model Context Protocol) server for BPS (Badan Pusat Statistik) Indonesia statistical | 0 | Codex, OpenCode | 1 | 251 tok |
| hakatashi/slack-patron-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,307 tok |
| l3wi/homekit-cli Local-first HomeKit CLI, MCP server, and signed macOS bridge | 0 | Codex, OpenCode | 1 | 123 tok |
| PigeonAI-Yang/pyaireader Local AI Evidence Reader MCP for AI agents | 0 | Codex, OpenCode | 1 | 579 tok |
| ThatDayneGuy/autotask-mcp | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 22,920 tok |
| geoffbelknap/limacharlie-mcp Geoff's LimaCharlie MCP server with Vault-first auth, focused profiles, review tools, and | 0 | Codex, OpenCode | 1 | 624 tok |
| Sayalab/agy_in_claude_mcp | 0 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 7 | 1,420 tok |
| okrealai/kb-gateway HTTP MCP gateway: Pinecone + Neo4j + agentic router for Keyflo learning KB | 0 | Claude Code, Codex, OpenCode | 2 | 437 tok |
| mlger/nakama-mcp MCP server for Heroic Labs Nakama — drive the client (:7350) and console (:7351) APIs via | 0 | Claude Code, Codex, OpenCode | 2 | 3,859 tok |
| Perseus-Computing-LLC/slack-perseus-agent slackhack.devpost.com Perseus-powered Slack agent via MCP — live project context for developer teams. Built for | 0 | Codex, OpenCode | 1 | 474 tok |
| James-Server-Admin/kb-gateway Learning KB MCP gateway | 0 | Claude Code, Codex, OpenCode | 2 | 472 tok |
| rafaself/aws-mcp-gateway Self-hosted AWS MCP Gateway, for safe AWS visibility, diagnostics, and controlled operatio | 0 | Codex, OpenCode | 1 | 1,400 tok |
| tatemz/habitica-mcp Habitica Model Context Protocol server | 0 | Codex, OpenCode | 1 | 1,612 tok |
| myaier/agxp-claude agxp.ai AGXP Claude Code channel plugin (MCP) | 0 | Claude Code, Codex, OpenCode | 3 | 1,019 tok |
| feng111222-113/mcp-memory | 0 | Claude Code, Codex, OpenCode | 2 | 2,781 tok |
| aniirude/xarticle-mcp MCP server that saves X Articles as Obsidian-friendly Markdown with local assets | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 83 tok |
| NightDevilPT/stock-mcp | 0 | Codex, OpenCode | 1 | 6,284 tok |
| workfromrome/HotelAI Pipeline RAG modulare per estrarre, indicizzare e ricercare hotel da cataloghi PDF tramite | 0 | Codex, OpenCode | 1 | 3,421 tok |
| yadenmustopa/mcp-environtment-browser | 0 | Codex, OpenCode | 1 | 2,683 tok |
| Zonxpk/opengpt ChatGPT Developer Mode MCP bridge over OpenHarness tools | 0 | Codex, OpenCode | 1 | 94 tok |
| 1artik1/ComboPizzaSushiMCP | 0 | Codex, OpenCode | 1 | 3,386 tok |
| tetracoralla/math-anchor Math Anchor — safe exact and scientific math, units, and dimensional analysis for humans a | 0 | Claude Code, Codex, OpenCode | 2 | 476 tok |
| Association-of-stupid-people/cocos-mcp-server | 0 | Claude Code, Codex, OpenCode | 11 | 2,510 tok |
| truongvanhaoem-0111/mcp-server-python-msx1l7h1 Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| guangyusong/meta-business-mcp Open-source MCP skeleton for an auditable Meta Business operations gateway | 0 | Codex, OpenCode | 1 | 132 tok |
| Muraty6242/notebooklm-claude-integration NotebookLM integration for Claude Code CLI and Claude Desktop MCP - /nlm commands, researc | 0 | Claude Code, Codex, OpenCode | 3 | 3,194 tok |
| adrianba/edge-browser-mcp Stdio MCP server exposing Microsoft Edge browsing history per profile | 0 | Codex, OpenCode | 1 | 3,580 tok |
| tbui17/manifold-market-api OpenClaw tool plugin + standalone MCP server wrapping the Manifold Markets public REST API | 0 | Claude Code, Codex, OpenCode | 3 | 87 tok |
| tetracoralla/armorial tetracoralla.github.io Policy-bound IconPark selection for humans and AI agents. | 0 | Claude Code, Codex, OpenCode | 2 | 479 tok |
| brkhrdt/pty-mcp | 0 | Codex, OpenCode | 1 | 1,880 tok |
| ericklrm89-jpg/hyperion Hyperion Universal Web Agent & MCP Server - Real Chrome automation with 5 perception engin | 0 | Codex, OpenCode | 1 | 2,197 tok |
| maxwellaguiarsilva/project-mcp-tools | 0 | Claude Code, Codex, OpenCode | 2 | 163 tok |
| rdwj/nih-reporter-demo-mcp MCP server for querying the NIH RePORTER research grants database | 0 | Claude Code, Codex, OpenCode | 9 | 6,422 tok |
| hwalde/imagen-tools-mcp MCP-Server für Bildgenerierung und -bearbeitung mit Google Gemini (Vertex AI oder AI Studi | 0 | Claude Code, Codex, OpenCode | 2 | 1,614 tok |