How real projects configure their agents

1,721 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 agents7,412Data and AI4,299Backend and APIs3,694Languages3,682Planning3,492Git and workflow3,285Code review2,942Memory and context2,581Research2,499Writing and docs2,458Testing2,454Frontend2,420DevOps and cloud2,410Security2,106Productivity2,076Project management1,686

All Claude Code31,991 Codex23,077 OpenCode21,846 GitHub Copilot3,491 Gemini CLI1,901 Cursor1,721 Kiro33 Windsurf25

Project Stars Configures Files Always loaded
terryyin/lizard A simple code complexity analyser without caring about the C/C++ header files or Java impo 2,489 Codex, Cursor, OpenCode 9 1,003 tok
samuelgursky/davinci-resolve-mcp MCP server integration for DaVinci Resolve Studio 2,408 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 29 6,318 tok
mflux-community/mflux Apple MLX native implementations of state-of-the-art generative image & video models 2,311 Claude Code, Codex, Cursor, OpenCode 11 23 tok
codejunkie99/agentic-stack One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plug 2,253 Claude Code, Codex, Cursor 19
AmoyLab/Unla 🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Serv 2,222 Claude Code, Cursor 2 1,361 tok
joshuayoes/ios-simulator-mcp MCP server for interacting with the iOS simulator 2,165 Claude Code, Cursor 2 915 tok
wondelai/skills skills.wondel.ai Wondel.ai Agent Skills — Business, Marketing, UX & Coding Frameworks from Bestselling Book 2,108 Claude Code, GitHub Copilot, Cursor 3 4,236 tok
4thfever/cultivation-world-simulator An open-source Cultivation World Simulator using Agentic Workflow to create a dynamic, eme 2,063 Claude Code, Codex, Cursor, OpenCode 19 7,601 tok
superglue-ai/superglue superglue.ai superglue (YC W25) builds integrations and tools from natural language. Get production-gra 2,056 Claude Code, Cursor 2 1,495 tok
JurajNyiri/HomeAssistant-Tapo-Control Control for Tapo cameras as a Home Assistant component 1,989 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,126 tok
VisActor/VChart visactor.io VChart, more than just a cross-platform charting library, but also an expressive data stor 1,835 Claude Code, Codex, Cursor, OpenCode 17 574 tok
fossasia/eventyay eventyay.com Open Source Event Management, Ticketing and Checkins, Talks and Schedules, Video and Inter 1,657 Claude Code, Codex, GitHub Copilot, Cursor 21 4,226 tok
happier-dev/happier happier.dev Web, Desktop & Mobile client for Codex, Claude Code, OpenCode, Kimi, Augment Code, Qwen, f 1,624 Claude Code, Codex, Cursor, OpenCode 74 9,986 tok
Mirascope/mirascope mirascope.com The LLM Anti-Framework 1,523 Codex, Cursor, OpenCode 2 853 tok
TencentCloud/Octop octop.cloud A smarter, self-hosted AI assistant — multi-user, multi-agent. 1,496 Claude Code, Codex, Cursor, OpenCode 2 7,899 tok
yohey-w/multi-agent-shogun Samurai-inspired multi-agent system for Claude Code. Orchestrate parallel AI tasks via tmu 1,420 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 17 15,149 tok
nrwl/nx-console nx.dev Nx Console is the user interface for Nx & Lerna. 1,412 Claude Code, Codex, Cursor, OpenCode 12 1,370 tok
regenrek/deepwiki-mcp 📖 MCP server for fetch deepwiki.com and get latest knowledge in Cursor and other Code Edi 1,384 Cursor 2 70 tok
sceneview/sceneview sceneview.github.io AI-first 3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit 1,307 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 5,563 tok
metoro-io/mcp-golang mcpgolang.com Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.co 1,229 Cursor 1 57 tok
vellum-ai/vellum-assistant vellum.ai An AI Assistant that’s easy to setup, does your work 24/7, knows your preferences and gets 1,194 Claude Code, Codex, Cursor, OpenCode 16 9,582 tok
igorkasyanchuk/active_storage_validations igorkasyanchuk.com Do it like => validates :photos, attached: true, content_type: ['image/png', 'image/jpg', 1,192 Claude Code, Codex, Cursor, OpenCode 2 4,541 tok
huytieu/COG-second-brain Self-evolving second brain with 33 AI skills, 10 agents, and people CRM. Closed-loop harne 1,173 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 16,288 tok
kinopeee/cursorrules 1,114 Claude Code, Cursor 3
microsoft/skills-for-fabric A collection of skills and MCP systems to enable users of CLI, VSCode, Claude to operate o 1,111 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 7,226 tok
heymrun/heym heym.run Build agentic systems. Run them with confidence. Orchestrate agents, automate business pro 1,103 Claude Code, Codex, Cursor, OpenCode 3 5,826 tok
metaskills/experts unremarkable.ai Experts.js is the easiest way to create and deploy OpenAI's Assistants and link them toget 1,063 Cursor 1 371 tok
Caldis/react-zmage zmage.caldis.me Turn any <img> into an origin-expand fullscreen React image viewer. 943 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 9 4,403 tok
TryCaspian/caspian-sdk trycaspianai.com Agent communication SDK. The open-source agent communication layer for AI agents — email, 941 Cursor 1
snowdreamtech/frp Docker Images for Frp. 908 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 22 2,343 tok
thedaviddias/llms-txt-hub llmstxthub.com 🤖 The largest directory for AI-ready documentation and tools implementing the proposed ll 902 Claude Code, Codex, Cursor, OpenCode 3 1,307 tok
nuwax-ai/nuwax nuwax.com Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providi 880 Claude Code, Codex, Cursor, OpenCode 3 12,521 tok
getsentry/sentry-mcp mcp.sentry.dev An MCP server for interacting with Sentry via LLMs. 843 Claude Code, Codex, Cursor, OpenCode 24 1,276 tok
GetStream/stream-chat-react getstream.io React Chat SDK ➜ Stream Chat 💬 842 Claude Code, Codex, Cursor, OpenCode 13 6,673 tok
llama-farm/llamafarm llamafarm.dev Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes 837 Claude Code, Codex, Cursor, OpenCode 29 5,267 tok
PaulJPhilp/EffectPatterns effect-patterns.vercel.app A community-driven knowledge base of practical patterns for Effect-TS. 796 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 7 7,115 tok
carlrannaberg/claudekit A toolkit of custom commands, hooks, and utilities for Claude Code 761 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 11 6,905 tok
yurineko73/Godot-MCP-Native An MCP plugin for the open-source Godot engine, supporting common Godot engine operations. 759 Codex, Cursor, OpenCode 2 3,847 tok
hanliang97/MatrixMedia hanliang97.github.io A video matrix tool built with Vue, Electron, and Puppeteer for batch publishing videos to 759 Claude Code, Codex, Cursor, OpenCode 4 2,313 tok
KiWi233333/JiwuChat blog.jiwuchat.top JiwuChat 🍂 - A lightweight cross-platform instant messaging app with integrated AI assist 743 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 6 9,227 tok
Kymo-MCP/mcpcan mcpcan.com MCPCAN is a centralized management platform for MCP services. It deploys each MCP service 727 Cursor 1 239 tok
PostHog/posthog-foss PostHog FOSS is a read-only mirror of PostHog, with all proprietary code removed. NOTE: Th 714 Claude Code, Codex, Cursor, OpenCode 5 11,094 tok
borghei/Claude-Skills borghei.github.io 368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, 714 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 8 9,493 tok
whitelonng/dshcode Community desktop companion for DeepSeek Harness — one-click Electron app for macOS and Wi 712 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 24 5,156 tok
mohebifar/tooscut tooscut.app Professional video editing, right in your browser. Made with Rust, WebGPU, WASM, and Tanst 703 Claude Code, Codex, Cursor 4 1,668 tok
frontman-ai/frontman frontman.sh The AI agent that lives in your framework/browser 689 Claude Code, Codex, Cursor, OpenCode 6 4,371 tok
DataScienceUIBK/Rankify rankify.readthedocs.io 🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmen 682 Cursor 1 1,099 tok
Zyrexnn/Cybermes Autonomous Offensive Security, Bug Bounty & Red Teaming Agent Framework powered by Hermes 668 Codex, Cursor, OpenCode 2 2,021 tok
Affitor/affiliate-skills list.affitor.com 50 AI agent skills for affiliate marketing. Research trending content, write data-backed p 649 Claude Code, Cursor 2 1,911 tok
WW-AI-Lab/openclaw-office A visual monitoring and Skills development platform for the OpenClaw Multi-Agent system. E 641 Claude Code, Codex, Cursor, OpenCode 14 2,127 tok