How real projects configure their agents

44,817 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
dotnet/maui dot.net .NET MAUI is the .NET Multi-platform App UI, a framework for building native device applic 23,326 Claude Code, Codex, GitHub Copilot 57 42,571 tok
fosrl/pangolin pangolin.net Modern networking and security platform providing secure access and connectivity to apps, 23,323 Claude Code 1 —
walkinglabs/learn-harness-engineering walkinglabs.github.io Harness engineering beginner tutorial, from 0 to 1 23,320 Claude Code 1 776 tok
czlonkowski/n8n-mcp n8n-mcp.com A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you 23,219 Claude Code, Codex, OpenCode 10 2,869 tok
getpaseo/paseo paseo.sh Orchestrate multiple coding agents from desktop and mobile 23,210 Claude Code, Codex, OpenCode 5 4,776 tok
comet-ml/opik comet.com Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows wit 23,208 Claude Code, Codex, GitHub Copilot, OpenCode 29 14,918 tok
claude-code-best/claude-code ccb.agent-aura.top A genuine Claude Code-compatible, buildable, and debuggable version; production-grade engi 23,197 Claude Code, Codex, OpenCode 5 14,205 tok
2025Emma/vibe-coding-cn 23,144 Codex, OpenCode 1 3,650 tok
1Panel-dev/MaxKB maxkb.cn 🔥 MaxKB is an open-source platform for building enterprise-grade agents. A powerful and e 23,115 Claude Code, Codex, OpenCode 2 2,037 tok
magicuidesign/magicui magicui.design UI Library for Design Engineers. Animated components and effects you can copy and paste in 23,102 Codex, OpenCode 1 3,445 tok
micro/go-micro go-micro.dev A framework for agents, tools and services 23,084 Claude Code, Codex, OpenCode 2 2,557 tok
steipete/CodexBar codex.bar Show usage stats for OpenAI Codex and Claude Code, without having to login. 23,025 Claude Code, Codex, OpenCode 4 1,768 tok
NVIDIA/NemoClaw docs.nvidia.com Run agents like Hermes, LangChain Deep Agents, and OpenClaw more securely inside NVIDIA Op 22,959 Claude Code, Codex, OpenCode 32 2,442 tok
forem/forem forem.com For empowering community 🌱 22,813 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 11,397 tok
lexmount/moli browser.lexmount.com Best headless browser for AI agents. Lite, Fast, High-Compatibility. Built in Rust 22,727 Codex, OpenCode 1 105 tok
screenpipe/screenpipe screenpipe.com YC (S26) | Open Computer History | Continuously record your company computer work, map you 22,242 Claude Code, Codex, OpenCode 9 1,442 tok
dyad-sh/dyad dyad.sh Local, open-source AI app builder for power users ✨ v0 / Lovable / Replit / Bolt alternati 22,194 Claude Code, Codex, GitHub Copilot, OpenCode 30 4,899 tok
appium/appium appium.io Cross-platform automation framework for all kinds of apps, built on top of the W3C WebDriv 22,168 Claude Code 2 —
snarktank/ralph x.com Ralph is an autonomous AI agent loop that runs repeatedly until all PRD items are complete 22,121 Claude Code, Codex, OpenCode 2 1,238 tok
google/adk-python google.github.io An open-source, code-first Python toolkit for building, evaluating, and deploying sophisti 22,117 Codex, OpenCode 1 324 tok
gitbutlerapp/gitbutler gitbutler.com The GitButler version control client, backed by Git, powered by Tauri/Rust/Svelte 21,933 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,834 tok
NirDiamant/agents-towards-production diamant-ai.com End-to-end, code-first tutorials for building production-grade GenAI agents. From prototyp 21,825 Codex, OpenCode 1 830 tok
citrolabs/ego-lite lite.ego.app The fastest browser for AI agents to run browser automation, built for sharing your logged 21,793 Codex, OpenCode 1 1,894 tok
stefan-jansen/machine-learning-for-trading ml4trading.io Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution. 21,727 GitHub Copilot 1 592 tok
ColorlibHQ/gentelella gentelella.colorlib.com Free admin dashboard template — vanilla JS, SCSS, Vite 8. No Bootstrap, no jQuery. 21,557 Claude Code, Codex, GitHub Copilot, OpenCode 4 8,085 tok
1jehuang/jcode jcode.sh High performance coding agent harness written in Rust, built for heavy multi-agent dev wor 21,528 Claude Code, Codex, OpenCode 2 1,278 tok
NVIDIA/OpenShell docs.nvidia.com OpenShell is the safe, private runtime for autonomous AI agents. 21,172 Claude Code, Codex, GitHub Copilot, OpenCode 27 4,062 tok
pydantic/pydantic-ai pydantic.dev How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, eve 21,041 Claude Code, Codex, OpenCode 17 4,545 tok
monkeytypegame/monkeytype monkeytype.com The most customizable typing website with a minimalistic design and a ton of features. Tes 20,971 Claude Code 2 —
apache/shardingsphere Empowering Data Intelligence with Distributed SQL for Sharding, Scalability, and Security 20,818 Claude Code, Codex, OpenCode 7 2,519 tok
agarrharr/awesome-cli-apps 🖥 📊 🕹 🛠 A curated list of command line apps 20,602 Codex, OpenCode 1 40 tok
Nagi-ovo/voyager voyager.nagi.fun Enhancement suite for Gemini, AI Studio, Claude & ChatGPT — plus a prompt manager for any 20,516 Claude Code 2 —
refactoringhq/tolaria tolaria.md Desktop app to manage markdown knowledge bases 20,460 Claude Code, Codex, Gemini CLI, OpenCode 6 10,957 tok
kortix-ai/suna kortix.com Kortix CompanyOS – the open-source operating system for your company. Multiplayer AI agent 20,356 Claude Code, Codex, OpenCode 34 12,908 tok
datawhalechina/easy-vibe datawhalechina.github.io 💻 Vibe Coding 101|Your First Course For AI Product Builders. 20,354 Claude Code, Codex, OpenCode 2 3,596 tok
img2threejs/img2threejs img2threejs.io Rebuild the object in a reference image as a code-only, procedural, quality-gated, animati 20,349 Claude Code 1 712 tok
teng-lin/notebooklm-py Unofficial Python API and agentic skill for Google Gemini Notebook. Full programmatic acce 20,131 Claude Code, Codex, OpenCode 2 1,961 tok
bradautomates/claude-video Give Claude the ability to watch any video. /watch downloads, extracts frames, transcribes 19,948 Claude Code, Codex, OpenCode 2 980 tok
rocketride-org/rocketride-server High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build 19,948 Codex, GitHub Copilot, Cursor, OpenCode 3 2,687 tok
tanweai/pua openpua.ai You are a once-promising P8-level engineer. Anthropic had high expectations when assigning 19,803 Claude Code 3 —
elizaOS/eliza elizaresearch.ai Open source agentic operating system 19,774 Codex, OpenCode 1 982 tok
agent0ai/agent-zero agent-zero.ai Agent Zero AI framework 19,756 Codex, OpenCode 1 2,206 tok
keploy/keploy keploy.io Open-source platform for creating safe, isolated production sandboxes for API, integration 19,469 Claude Code, Codex, OpenCode 4 5,409 tok
nesquena/hermes-webui get-hermes.ai Hermes WebUI: The best way to use Hermes Agent from the web or from your phone! 19,408 Codex, OpenCode 1 1,948 tok
ccusage/ccusage ccusage.com npx ccusage 19,339 Claude Code, Codex, OpenCode 20 841 tok
genlayerlabs/genlayer-project-boilerplate 19,304 Claude Code 1 1,636 tok
compiler-explorer/compiler-explorer godbolt.org Run compilers interactively from your web browser and interact with the assembly 19,176 Claude Code, Codex, GitHub Copilot, OpenCode 12 2,616 tok
anthropics/claude-quickstarts A collection of projects designed to help developers quickly get started with building dep 19,117 Claude Code 2 820 tok
xerj-org/xerj xerj.org AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, l 19,064 Codex, OpenCode 1 7,657 tok
vercel-labs/json-render json-render.dev The Generative UI framework 18,930 Claude Code, Codex, OpenCode 2 1,530 tok