32,008 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717
All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Archolith/menhir archolith.dev Provenance, governed context, and code-impact analysis for coding agents. | 3 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 5 | 792 tok |
| LUKAWI/super-plumber Super Plumber — workflow topology manager: CLI + MCP server + Web UI, pure YAML file stora | 3 | Claude Code, Codex | 10 | — |
| Supa-Media/context context.lc Free your context. Share your context. One MCP endpoint for every AI client, backed by a m | 3 | Claude Code | 2 | 3,567 tok |
| real-limitless/ansible-flow-mcp real-limitless.github.io MCP server exposing Ansible modules to AI agents (search → schema → check → execute). Side | 3 | Claude Code, Codex, OpenCode | 2 | 4,638 tok |
| MarvelCollin/overleaf-claude-mcp modelcontextprotocol.io MCP server that connects Claude to Overleaf. Read, edit, compile and restore LaTeX project | 3 | Claude Code, Codex, OpenCode | 2 | 1,393 tok |
| timncox/squarespace-mcp Let AI agents manage your Squarespace websites — menus, pages, blog posts, products, image | 3 | Claude Code | 4 | 2,672 tok |
| m1rl0k/Context-Engine Self-hosted adaptive code search: micro-chunk precision, hybrid rerank, VS Code/MCP-ready | 3 | Claude Code, Codex | 1 | — |
| mackatwentytsuru/resolume-mcp-server MCP Server for Resolume Arena - control your VJ software with AI assistants like Claude | 3 | Claude Code | 1 | 2,602 tok |
| davidlandais/ovh-api-mcp modelcontextprotocol.io MCP server for the OVH API — explore and execute any OVH endpoint from Claude, Cursor, or | 3 | Claude Code | 1 | 738 tok |
| cyanheads/gutenberg-mcp-server npmjs.com Search, browse, and read 75,000+ public-domain books from Project Gutenberg with full plai | 3 | Claude Code, Codex, OpenCode | 2 | 11,510 tok |
| cyanheads/macos-mcp-server npmjs.com macOS system controls, window management, and hardware state for MCP clients | 3 | Claude Code | 1 | 6,302 tok |
| blakazulu/mcp-image-server | 3 | Claude Code | 1 | 529 tok |
| wallieinformal201/pentest-mcp-server Integrate penetration testing tools and payloads into your workflow through the Model Cont | 3 | Claude Code, Codex, OpenCode | 2 | 9,962 tok |
| zhuhongyin/global-ecom-skills I help you find hot, profitable products thats sell well overseas——no high barriers to ent | 3 | Claude Code, Codex | 5 | — |
| cyanheads/wikipedia-mcp-server npmjs.com Search Wikipedia articles, read summaries and full text, target sections, find nearby page | 3 | Claude Code, Codex, OpenCode | 2 | 14,126 tok |
| cyanheads/orcid-mcp-server npmjs.com Search and retrieve researcher profiles, works, affiliations, funding, and peer review rec | 3 | Claude Code, Codex, OpenCode | 2 | 13,908 tok |
| cyanheads/socrata-mcp-server npmjs.com Search and query government open-data portals (Socrata SODA API) via MCP. STDIO or Streama | 3 | Claude Code | 1 | 5,418 tok |
| Y4rd13/cyber-engine-tweak-mcp MCP server bridging Claude Code with Cyber Engine Tweaks in Cyberpunk 2077 — real-time Lua | 3 | Claude Code | 1 | 851 tok |
| musharna/data-aggregator-mcp musharna.github.io Unified research-data acquisition MCP — search & fetch datasets across Zenodo, DataCite, N | 3 | Claude Code | 1 | 1,255 tok |
| nikicat/mcp-wallet-signer npmjs.com ⚠️ Superseded by nikicat/browser-web3-signer — MCP server that routes blockchain transacti | 3 | Claude Code | 1 | — |
| DaniGhosy/civil3d-mcp-civil3d-mcp En Progreso | 3 | Claude Code | 1 | 3,953 tok |
| Doucs91/hivelore Policy enforcement layer for AI coding agents — briefing gates, team memory, Git/CI checks | 3 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf | 6 | 8,446 tok |
| antonkarliner/truepane truepane.dev Browser-based App Store / Google Play screenshot strip generator (Vite + React + TypeScrip | 3 | Claude Code, Codex, OpenCode | 2 | 4,763 tok |
| ayghri/overleaf-mcp Overleaf MCP: let AI agents operate on your Overleaf projects as real-time collaborators. | 3 | Claude Code | 1 | — |
| aitit-inc/leadace leadace.ai AI sales rep for Claude Code. Finds prospects, researches each company, writes and sends o | 3 | Claude Code, Codex, OpenCode | 3 | 1,729 tok |
| octanevz/codex-debate Claude Code plugin for second opinions: iterative adversarial debates between Claude and C | 3 | Claude Code, Codex, OpenCode | 2 | 989 tok |
| jd20030807/touch-grass A local break-reminder companion for Codex and Claude Code. | 3 | Claude Code, Codex, OpenCode | 2 | 160 tok |
| firstsun-dev/skills Modular AI agent skill arsenal for Gemini CLI and Claude Code | 3 | Claude Code, Codex, Gemini CLI, OpenCode | 9 | 1,489 tok |
| oleg494/coding-kit Portable agent-brain kit: superpowers methodology, YAGNI minimalism, cross-chat SQLite FTS | 3 | Claude Code, Codex, OpenCode | 2 | 2,163 tok |
| blackaxgit/ssh-mcp MCP server that gives AI assistants (Claude, Codex, Cursor, Opencode) SSH access to run co | 3 | Claude Code, Codex, OpenCode | 2 | 9,054 tok |
| axumquant/arch-viewer MCP-native architecture viewer with AI-powered codebase analysis. Scans any codebase, gene | 3 | Claude Code | 1 | 454 tok |
| Lingnik/icloud-reminders-mcp MCP server for Apple Reminders over iCloud CalDAV (VTODO) — read/write your reminders from | 3 | Claude Code | 1 | 544 tok |
| oyekamal/mnemo-agent 🗄️ Mnemo — an AI assistant with a persistent, temporal knowledge-graph memory (Graphiti + | 3 | Claude Code | 6 | 419 tok |
| yinbri/cineplex-mcp MCP server that lets Claude search Cineplex Canada showtimes and filter by seat quality (e | 3 | Claude Code | 1 | — |
| JoaquinMulet/mcp-cmf-chile MCP server con los datos publicos de la Comision para el Mercado Financiero de Chile (CMF) | 3 | Claude Code | 1 | 14,806 tok |
| Lazynext-Platform/lazynext lazynext.com Lazynext — The Autonomous Company Operating System. You set the direction; a 12-role AI ag | 3 | Claude Code, Codex, OpenCode | 9 | 29,905 tok |
| Valyay/nanostores-mcp The MCP server for Nanostores that scans your codebase with AST analysis to find stores, s | 3 | Claude Code | 1 | 70 tok |
| OTSkit/OTSkit-MCP OpenTimestamps MCP server — stamp, upgrade and verify Bitcoin timestamps via AI agents | 3 | Claude Code | 1 | — |
| olgasafonova/productplan-mcp-server MCP server for ProductPlan - enables AI assistants to interact with roadmaps, OKRs, and di | 3 | Claude Code, Codex, OpenCode | 5 | 1,247 tok |
| Sarks0/mcp-ShellGateway A secure Model Context Protocol (MCP) server that provides Linux shell command execution c | 3 | Claude Code, GitHub Copilot | 2 | 1,413 tok |
| lyndonkl/graphragmcp A comprehensive Model Context Protocol (MCP) server providing structured access to knowled | 3 | Claude Code | 3 | — |
| Syndicats/mcp-initializer POC on how to use an mcp server as project initialization tool for agentic coding | 3 | Claude Code | 1 | 381 tok |
| prandogabriel/ieee2030.5-mcp A MPC server to interact with your IEEE 2030.5 server to enable AI integration in micro gr | 3 | Claude Code | 3 | 942 tok |
| flrngel/mcp-master-puppeteer An advanced MCP server for browser automation using Puppeteer, optimized for minimal token | 3 | Claude Code | 1 | 1,337 tok |
| buYoung/mcp | 3 | Claude Code, Codex, OpenCode | 2 | 853 tok |
| ATERCATES/bitbucket-mcp Bitbucket MCP - A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud | 3 | Claude Code | 1 | 1,308 tok |
| damieng-zx/zx84 zx84.envytech.workers.dev Sinclair ZX Spectrum emulator for your browser with MCP server | 3 | Claude Code, Codex, OpenCode | 2 | 3,843 tok |
| vohongtho/code-intel-platform | 3 | Claude Code, Codex, GitHub Copilot, Kiro, OpenCode, Windsurf | 24 | 9,599 tok |
| ralforion/orionbelt-semantic-layer-mcp ralforion.com MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore semantic models, comp | 3 | Claude Code, Codex, OpenCode | 2 | 1,763 tok |
| culstrup/unanet-mcp-server gsdat.work MCP server connecting Claude Desktop to Unanet GovCon ERP - Manage projects, timesheets, a | 3 | Claude Code | 1 | 867 tok |