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
dagster-io/dagster dagster.io An orchestration platform for the development, production, and observation of data assets. 16,373 Claude Code 15 1,210 tok
mobile-dev-inc/Maestro maestro.dev Painless E2E Automation for Mobile and Web 16,339 Claude Code, Codex, OpenCode 6 3,796 tok
alshedivat/al-folio alshedivat.github.io A beautiful, simple, clean, and responsive Jekyll theme for academics 16,309 Claude Code, Codex, GitHub Copilot, OpenCode 12 3,826 tok
GreyDGL/PentestGPT Automated Penetration Testing Agentic Framework Powered by Large Language Models 16,287 Claude Code, Codex 18 780 tok
chenhg5/cc-connect Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platfo 16,255 Claude Code, Codex, OpenCode 2 5,282 tok
AgriciDaniel/claude-obsidian Self-organizing AI second brain for Obsidian + Claude Code. Drop any source and Claude rea 16,203 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,529 tok
GLips/Figma-Context-MCP framelink.ai MCP server to provide Figma layout information to AI coding agents like Cursor 16,171 Claude Code 2 1,982 tok
HKUDS/OpenHarness "OpenHarness: Open Agent Harness with a Built-in Personal Agent--Ohmo!" 16,167 Claude Code 2 —
Kanaries/pygwalker kanaries.net PyGWalker: Turn your dataframe into an interactive UI for visual analysis 16,003 Claude Code, Codex, OpenCode 2 3,355 tok
YishenTu/claudian An Obsidian plugin that embeds Claude Code, Codex and other agents as an AI collaborator i 15,915 Codex, OpenCode 1 931 tok
spree/spree spreecommerce.org Open Source Platform for DTC, B2B Commerce, Marketplaces & Omnichannel. REST APIs, TypeScr 15,811 Claude Code, Codex, OpenCode 5 2,094 tok
superset-sh/superset superset.sh Paradev (formerly Superset) is an agentic IDE to orchestrate 100+ coding agents in paralle 15,800 Claude Code, Codex, GitHub Copilot, OpenCode 31 3,629 tok
k2-fsa/sherpa-onnx k2-fsa.github.io Speech-to-text, text-to-speech, speaker diarization, speech enhancement, source separation 15,762 Claude Code 1 1,119 tok
eigent-ai/eigent eigent.ai Eigent: The Open Source Cowork Desktop - Local and Free Alternative to Claude Cowork and C 15,751 Codex, OpenCode 1 608 tok
CoplayDev/unity-mcp coplaydev.github.io Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tool 15,743 Claude Code 5 2,379 tok
open-metadata/OpenMetadata open-metadata.org The Open Context Layer for Data and AI , OpenMetadata is the open platform for building t 15,691 Claude Code, Codex, GitHub Copilot, OpenCode 6 4,174 tok
yc-software/qm x.com Multiplayer agent harness for work. 15,646 Claude Code, Codex, OpenCode 7 2,592 tok
apache/pulsar pulsar.apache.org Apache Pulsar - distributed pub-sub messaging system 15,356 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,871 tok
theonedev/onedev onedev.io The Unified and Autonomous Development Platform 15,343 Codex, OpenCode 1 565 tok
NanmiCoder/cc-haha cchaha.ai Local-first cross-platform Claude Code / AI Agent desktop workspace: multi-agent collabora 15,320 Codex, GitHub Copilot, OpenCode 2 1,713 tok
yusufkaraaslan/Skill_Seekers skillseekersweb.com Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with a 15,283 Claude Code, Codex, OpenCode 2 9,413 tok
akitaonrails/ai-memory Solution for long term memory for agent coding CLIs and to facilitate handoff between diff 15,226 Claude Code, Codex, OpenCode 2 13,802 tok
alexta69/metube Self-hosted video downloader for YouTube and other sites (web UI for yt-dlp) 15,198 Codex, OpenCode 1 2,253 tok
prowler-cloud/prowler prowler.com This repo hosts Prowler OSS (CLI and Local Server). Prowler is the world’s most widely use 15,179 Claude Code, Codex, OpenCode 2 2,957 tok
millionco/react-doctor react.doctor Your agent writes bad React. This catches it 15,101 Claude Code, Codex, Cursor, OpenCode 15 6,971 tok
mindfold-ai/Trellis docs.trytrellis.app The best agent harness. 15,098 Claude Code, Codex, Cursor, OpenCode 41 2,163 tok
The-PR-Agent/pr-agent pr-agent.ai 🚀 PR Agent: The Original Open-Source PR Reviewer. This project is not the Qodo free tier. 15,098 Codex, OpenCode 1 3,346 tok
NVIDIA/TensorRT-LLM nvidia.github.io TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models 15,021 Claude Code, Codex, OpenCode 46 3,656 tok
microsoft/playwright-cli playwright.dev CLI for common Playwright actions. Record and generate Playwright code, inspect selectors 14,988 Claude Code 3 777 tok
alibaba/hooks ahooks.js.org A high-quality & reliable React Hooks library. https://alibaba.github.io/hooks/ 14,975 Claude Code, Codex, OpenCode 2 1,015 tok
experientiallabs/experiential experientiallabs.ai Experiential is the open source, zero markup gateway for BYOK, self-hosted and 1000+ marke 14,970 Claude Code, Codex, OpenCode 2 7,600 tok
apify/apify-mcp-server mcp.apify.com The Apify MCP server enables your AI agents to extract data from social media, search engi 14,943 Claude Code, Codex, OpenCode 6 2,628 tok
analysis-tools-dev/static-analysis analysis-tools.dev ⚙️ A curated list of static analysis (SAST) tools and linters for all programming language 14,874 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 515 tok
aiming-lab/AutoResearchClaw Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. � 14,822 Claude Code 9 —
casdoor/casdoor casdoor.ai An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway a 14,770 Claude Code 1 263 tok
e2b-dev/E2B docs.e2b.dev Open-source, secure environment with real-world tools for enterprise-grade agents. 14,730 Claude Code, Codex, OpenCode 2 379 tok
palmier-io/palmier-pro palmier.io macOS video editor built for AI 14,691 Claude Code, Codex, OpenCode 2 6,685 tok
NevaMind-AI/memU memu.pro Personal memory across agents 14,604 Codex, OpenCode 1 800 tok
Open-LLM-VTuber/Open-LLM-VTuber open-llm-vtuber.github.io Talk to any LLM with hands-free voice interaction, voice interruption, and Live2D avatar r 14,603 Claude Code, GitHub Copilot 2 2,908 tok
AndyMik90/Aperant aperant.com Autonomous multi-session AI coding 14,594 Claude Code 2 4,672 tok
microsoft/agent-framework aka.ms A framework for building, orchestrating and deploying AI agents and multi-agent workflows 14,553 Claude Code, Codex, GitHub Copilot 6 957 tok
fathah/hermes-desktop hermesone.org Desktop Companion for Hermes Agent 14,536 Claude Code, Codex, OpenCode 9 2,500 tok
siteboon/claudecodeui cloudcli.ai Use Claude Code, OpenCode, Cursor CLI, and Codex on mobile and web with CloudCLI (aka Clau 14,458 Codex, OpenCode 3 137 tok
semantica-agi/semantica getsemantica.ai Graph-Native Infrastructure for Context and Accountable AI Systems 14,446 Claude Code 1 —
tamagui/tamagui tamagui.dev Style React fast with 100% parity on React Native, an optional UI kit, and optimizing comp 14,301 Claude Code, Codex, OpenCode 2 2,268 tok
Orchestra-Research/AI-Research-SKILLs orchestra-research.com Comprehensive open-source library of AI research and engineering skills for any AI model. 14,297 Claude Code 1 3,596 tok
browseros-ai/BrowserOS browseros.com 🌐 The open-source Agentic browser; alternative to ChatGPT Atlas, Perplexity Comet, Dia. 14,261 Claude Code 4 —
nanobrowser/nanobrowser nanobrowser.ai Open-source AI agent for web automation. Use your real, logged-in browser to automate dail 14,247 Claude Code, Codex, OpenCode 2 3,260 tok
rommapp/romm romm.app A beautiful, powerful, self-hosted ROM manager and player. 14,234 Claude Code, Codex, OpenCode 17 2,188 tok
emdash-cms/emdash emdashcms.com EmDash is a full-stack TypeScript CMS based on Astro; the spiritual successor to WordPress 14,175 Codex, OpenCode 1 7,360 tok