32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710
All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| tbhb/vale-ai-tells In today's rapidly evolving landscape, vale-ai-tells is a comprehensive, cutting-edge Vale | 94 | Claude Code, Codex, OpenCode | 35 | 2,442 tok |
| daiemon12/catia-v5-mcp-server CATIA V5 MCP Server - Control CATIA V5 with AI via Model Context Protocol | 94 | Claude Code | 2 | — |
| QuantumBFS/sci-brain Brain storming like a senior research scientist | 94 | Claude Code, Codex, OpenCode | 3 | 4,286 tok |
| bladnman/do-work | 94 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,457 tok |
| apeyroux/mcp-xmind | 94 | Claude Code | 1 | 522 tok |
| traverse-framework/traverse traverse-framework.com Contract-driven runtime for portable business capabilities — spec-governed, WASM-first, co | 93 | Claude Code, Codex, OpenCode | 13 | 1,268 tok |
| Aam-Digital/ndb-core aam-digital.com Easy-to-use case management web app for NGOs anywhere in the world (Progressive Web App) | 93 | Claude Code, Codex, GitHub Copilot, OpenCode | 13 | 10,175 tok |
| dalemoncayo/fullcase-web A practical example of integrating AI code review into a real-world codebase. Built with N | 93 | Claude Code, Codex, Gemini CLI, OpenCode | 11 | 14,727 tok |
| webern/mx C++ binding for MusicXML. | 93 | Claude Code, Codex, GitHub Copilot, OpenCode | 17 | 4,224 tok |
| 2389-research/claude-plugins 2389-research.github.io 28 plugins and MCP servers for Claude Code — TDD, multi-agent orchestration, iterative ref | 93 | Claude Code | 1 | 2,620 tok |
| okooo5km/memory-mcp-server-go A Model Context Protocol server that provides knowledge graph management capabilities. | 93 | Claude Code, Codex, OpenCode | 2 | 3,640 tok |
| tony/claude-code-riper-5 Claude Code (Sub-agent, Custom Commands) for RIPER-5 | 93 | Claude Code, Codex, OpenCode | 16 | 2,726 tok |
| slaveOftime/open-relay oly turns long-running and interactive CLI workflows into persistent, supervised sessions | 93 | Claude Code, Codex | 2 | — |
| seedprod/openclaw-prompts-and-skills Telegram bot that talks to headless Claude Code - proof of concept | 93 | Claude Code | 53 | 1,862 tok |
| NakaokaRei/SwiftAutoGUI nakaokarei.github.io A Swift library for macOS automation — mouse, keyboard, screenshots, image recognition, an | 93 | Claude Code, Codex, OpenCode | 4 | 929 tok |
| dockersamples/sbx-quickstart A quickstart for Docker Sandboxes (sbx) | 93 | Claude Code | 1 | 1,103 tok |
| statsclaw/statsclaw statsclaw.ai A workflow framework for statistical package development | 93 | Claude Code | 2 | 25 tok |
| marcusgoll/Spec-Flow Turn product ideas into production launches with Spec-Driven Development. Repeatable Claud | 93 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 4 | 6,294 tok |
| quinnjr/claude-code-profiles quinnjr.github.io Manage multiple Claude Code configuration profiles. Switch between work, personal, and oth | 93 | Claude Code | 1 | 1,863 tok |
| aAAaqwq/AGI-Super-Team npmjs.com An installable, cross-framework AI organization: C-suite agents, expert subagents, curated | 93 | Claude Code, Codex, OpenCode | 2 | 596 tok |
| TianyiDataScience/humanize | 93 | Claude Code, Codex, OpenCode | 2 | 906 tok |
| SantanderAI/ralph A configurable Bash/PowerShell loop that runs an AI coding CLI with a fresh session each i | 93 | Claude Code | 1 | 254 tok |
| rcb0727/powerplatform-mcp-docs Power Platform MCP server — 291 tools for AI-assisted flow and app authoring, debugging, d | 93 | Claude Code | 1 | 2,241 tok |
| sbroenne/mcp-windows windowsmcpserver.dev Let AI agents control Windows applications. Click buttons, type text, toggle settings — al | 93 | Claude Code, Codex, GitHub Copilot | 2 | 1,168 tok |
| amekala/ads-mcp adspirer.com MCP server for managing ad campaigns across Google Ads, Meta Ads, LinkedIn Ads, and TikTok | 93 | Claude Code, Gemini CLI | 2 | 2,057 tok |
| illusionaireal/oh-my-patent | 93 | Claude Code, Codex, OpenCode | 2 | 2,774 tok |
| avelikiy/great_cto greatcto.systems You already have the agent. This is everything around it. great_cto runs Claude Code as a | 93 | Claude Code, Codex, OpenCode | 2 | 2,529 tok |
| nikolausm/imap-mcp-server A powerful Model Context Protocol (MCP) server for IMAP email integration with Claude | 93 | Claude Code, Codex, OpenCode | 2 | 1,734 tok |
| garfiec/Librechat-Mobile Native Android & iOS client for LibreChat, built with Kotlin Multiplatform and Compose Mul | 93 | Claude Code | 6 | 1,456 tok |
| dave-hillier/refactor-mcp | 93 | Claude Code, Codex, OpenCode | 2 | 1,812 tok |
| Remix-Design/RemixIcon-MCP | 93 | Claude Code, Codex, OpenCode | 2 | 2,132 tok |
| disler/agent-sandboxes | 93 | Claude Code | 9 | — |
| leboncoin/spark-web main--69d967830091f4360fd30d22.chromatic.com ✨ Simple, Modular & Accessible UI Components for your React Applications | 93 | Claude Code, Codex, Cursor, OpenCode | 17 | 769 tok |
| AIPMAndy/dna-memory 🧬 Let AI Agents learn and grow like the human brain | Memory that learns, forgets, and ev | 92 | Claude Code, Codex | 1 | — |
| mcs-cli/mcs mcs-cli.dev Managed Claude Stack - Reproducible AI infrastructure for Claude Code | 92 | Claude Code | 1 | 5,110 tok |
| jmanhype/vggt-mps VGGT 3D Vision Agent optimized for Apple Silicon with Metal Performance Shaders | 92 | Claude Code | 1 | 525 tok |
| dashpay/platform docs.dash.org Structured data storage blockchain with secondary indices and identities. | 92 | Claude Code, Codex, OpenCode | 8 | 2,464 tok |
| vouchdev/vouch vouchai.dev A git-native, review-gated knowledge base for AI agents: they propose writes, you approve | 92 | Claude Code, Codex, OpenCode | 3 | 5,107 tok |
| limboo-ai/limboo An Orchestrate multiple coding agent desktop app | 92 | Claude Code | 1 | 25,202 tok |
| yavorsky/unbuilt.app unbuilt.app Free and Open Source technology detection tool | 92 | Claude Code, Codex, OpenCode | 3 | 1,097 tok |
| YuppyChen/ai-novelist | 92 | Claude Code | 9 | 1,442 tok |
| joemccann/x-bookmarks-pipeline A multi-LLM Python pipeline that fetches your X (Twitter) bookmarks, classifies them by ca | 92 | Claude Code | 1 | 1,792 tok |
| wgt19861219/godot-mcp-enhanced godotengine.org Enhanced MCP server for Godot 4.5-4.7: 33 tools / 199 actions, 3-layer architecture (headl | 92 | Claude Code, Codex, OpenCode | 15 | 10,992 tok |
| komunite/tezgah komunite.com.tr Claude Code ile production-ready SaaS kurun — Solopreneur'ler için skill seti | 92 | Claude Code | 1 | 535 tok |
| marckrenn/rtfmbro-mcp rtfmbro provides always-up-to-date, version-specific package documentation as context for | 92 | Claude Code, GitHub Copilot | 2 | 792 tok |
| d3mocide/Sovereign_Watch Distributed Multi-INT Fusion Center designed for decentralized situational awareness. | 92 | Claude Code, Codex, Cursor, OpenCode | 28 | 4,475 tok |
| clement-tourriere/dbcrust clement-tourriere.github.io Fast psql-style database CLI/workbench for PostgreSQL, MySQL, SQLite, ClickHouse, MongoDB, | 92 | Claude Code, Codex, OpenCode | 3 | 3,670 tok |
| lazercaveman/nuxt-starter alisoueidan.com Fully configured Nuxt 4 Starter-Kit (batteries included),AI ready, featuring TypeScript, V | 92 | Claude Code | 1 | 1,484 tok |
| b1rdmania/ghostclaw ghostclaw.io an AI that lives on your computer and does stuff for you. Public beta. | 92 | Claude Code | 59 | — |
| OpenSecretCloud/Maple Maple - Private AI Chat | 92 | Claude Code, Codex, OpenCode | 8 | 3,485 tok |