How real projects configure their agents

32,004 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
langchain-ai/openwiki OpenWiki is a CLI that writes and maintains agent documentation for your codebase. 16,178 Claude Code, Codex, OpenCode 2 340 tok
dagster-io/dagster dagster.io An orchestration platform for the development, production, and observation of data assets. 16,114 Claude Code 33 1,210 tok
MODSetter/SurfSense surfsense.com Open-source NotebookLM alternative. Research the open web with live data(Reddit, YT, IG, T 16,102 Claude Code, Codex, Cursor 33
alshedivat/al-folio alshedivat.github.io A beautiful, simple, clean, and responsive Jekyll theme for academics 16,098 Claude Code, Codex, GitHub Copilot, OpenCode 12 3,826 tok
scalar/scalar scalar.com Scalar is an open-source API platform: 🌐 Modern REST API Client 📖 Beautiful API Referenc 16,063 Claude Code, Codex, OpenCode 9 4,819 tok
Kanaries/pygwalker kanaries.net PyGWalker: Turn your dataframe into an interactive UI for visual analysis 15,957 Claude Code, Codex, OpenCode 2 3,355 tok
FreshRSS/FreshRSS freshrss.org A free, self-hostable news aggregator… 15,940 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,241 tok
GLips/Figma-Context-MCP framelink.ai MCP server to provide Figma layout information to AI coding agents like Cursor 15,791 Claude Code 2 1,982 tok
ag-ui-protocol/ag-ui ag-ui.com AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications. 15,752 Claude Code, Codex, OpenCode 16 1,403 tok
xpzouying/xiaohongshu-mcp haha.ai MCP for xiaohongshu.com 15,676 Claude Code 1 270 tok
spree/spree spreecommerce.org Open Source eCommerce Platform for B2B, Marketplace, and Enterprise. REST API, TypeScript 15,672 Claude Code, Codex, OpenCode 5 37,082 tok
HKUDS/OpenHarness "OpenHarness: Open Agent Harness with a Built-in Personal Agent--Ohmo!" 15,656 Claude Code 2
mobile-dev-inc/Maestro maestro.dev Painless E2E Automation for Mobile and Web 15,513 Claude Code, Codex, OpenCode 4 3,171 tok
img2threejs/img2threejs img2threejs.io Rebuild the object in a reference image as a code-only, procedural, quality-gated, animati 15,417 Claude Code, Codex 1 712 tok
chenhg5/cc-connect Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platfo 15,377 Claude Code, Codex, OpenCode 2 5,282 tok
apache/pulsar pulsar.apache.org Apache Pulsar - distributed pub-sub messaging system 15,326 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,674 tok
pipecat-ai/pipecat pipecat.ai Open Source framework for voice agents, multimodal apps, and realtime AI. Maintained by Da 15,287 Claude Code, Codex, OpenCode 15 4,173 tok
GreyDGL/PentestGPT Automated Penetration Testing Agentic Framework Powered by Large Language Models 15,253 Claude Code, Codex 18 780 tok
YishenTu/claudian An Obsidian plugin that embeds Claude Code/Codex as an AI collaborator in your vault 15,191 Claude Code, Codex, OpenCode 2 2,416 tok
open-metadata/OpenMetadata open-metadata.org The Open Context Layer for Data and AI , OpenMetadata is the open platform for building t 15,119 Claude Code, Codex, GitHub Copilot, OpenCode 6 9,296 tok
opensandbox-group/OpenSandbox open-sandbox.ai Secure, Fast, and Extensible Sandbox runtime for AI agents. 15,009 Claude Code, Codex, OpenCode 2 1,714 tok
greensock/gsap-skills Official AI skills for GSAP. These skills teach AI coding agents how to correctly use GSAP 15,003 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,838 tok
alibaba/hooks ahooks.js.org A high-quality & reliable React Hooks library. https://alibaba.github.io/hooks/ 14,974 Claude Code, Codex, OpenCode 2 1,015 tok
yusufkaraaslan/Skill_Seekers skillseekersweb.com Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with a 14,925 Claude Code, Codex, OpenCode 2 8,858 tok
walkinglabs/learn-harness-engineering walkinglabs.github.io Harness engineering beginner tutorial, from 0 to 1 14,886 Claude Code 1 776 tok
chatfire-AI/huobao-drama 🎬 Huobao Drama - An AI-Powered End-to-End Short Drama Generator "One Sentence to Complete 14,837 Claude Code 1 510 tok
analysis-tools-dev/static-analysis analysis-tools.dev ⚙️ A curated list of static analysis (SAST) tools and linters for all programming language 14,767 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 344 tok
prowler-cloud/prowler prowler.com Prowler is the world’s most widely used open-source cloud security platform that automates 14,765 Claude Code, Codex, OpenCode 2 2,928 tok
millionco/react-doctor react.doctor Your agent writes bad React. This catches it 14,730 Claude Code, Codex, Cursor, OpenCode 15 6,962 tok
AgriciDaniel/claude-obsidian Self-organizing AI second brain for Obsidian + Claude Code. Drop any source and Claude rea 14,693 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 3 1,528 tok
yc-software/qm x.com Multiplayer agent harness for work. 14,643 Claude Code, Codex, OpenCode 7 1,800 tok
AndyMik90/Aperant aperant.com Autonomous multi-session AI coding 14,558 Claude Code 2 4,672 tok
NVIDIA/TensorRT-LLM nvidia.github.io TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models 14,556 Claude Code, Codex, OpenCode 42 2,974 tok
earthtojake/text-to-cad texttocad.dev A library of agent skills for CAD, CAE and CAM 14,523 Claude Code, Codex, OpenCode 2 2,948 tok
mindfold-ai/Trellis docs.trytrellis.app The best agent harness. 14,488 Claude Code, Codex, Cursor, OpenCode 41 2,163 tok
coder/coder coder.com Secure environments for developers and their agents 14,387 Claude Code, Codex, Cursor, OpenCode 14 1,407 tok
casdoor/casdoor casdoor.ai An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway a 14,354 Claude Code 1 37 tok
aiming-lab/AutoResearchClaw Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. � 14,352 Claude Code 9
palmier-io/palmier-pro palmier.io macOS video editor built for AI 14,302 Claude Code, Codex, OpenCode 2 6,685 tok
tamagui/tamagui tamagui.dev Style React fast with 100% parity on React Native, an optional UI kit, and optimizing comp 14,176 Claude Code, Codex, OpenCode 2 1,467 tok
fathah/hermes-desktop hermesone.org Desktop Companion for Hermes Agent 14,154 Claude Code, Codex, OpenCode 9 2,500 tok
longbridge/gpui-component longbridge.github.io Rust GUI components for building fantastic cross-platform desktop application by using GPU 14,023 Claude Code 2 3,195 tok
CoplayDev/unity-mcp coplaydev.github.io Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tool 13,971 Claude Code 5 2,261 tok
rabbitmq/rabbitmq-server rabbitmq.com Open source RabbitMQ: core server and tier 1 (built-in) plugins 13,842 Claude Code, Codex, Gemini CLI, OpenCode 3 3,415 tok
Arindam200/awesome-ai-apps dub.sh A collection of projects showcasing RAG, agents, workflows, and other AI use cases 13,835 Claude Code, Codex, GitHub Copilot, OpenCode 4 3,496 tok
567-labs/instructor python.useinstructor.com structured outputs for llms 13,833 Claude Code 1 3,148 tok
superset-sh/superset superset.sh Superset is an agentic IDE to orchestrate 100+ coding agents in parallel. Run any agent wi 13,833 Claude Code, Codex, GitHub Copilot, OpenCode 25 2,667 tok
coleam00/context-engineering-intro Context engineering is the new vibe coding - it's the way to actually make AI coding assis 13,823 Claude Code 3 693 tok
qazbnm456/awesome-web-security awesomelists.top 🐶 A curated list of Web Security materials and resources. 13,774 Claude Code 1 3,273 tok
nanobrowser/nanobrowser nanobrowser.ai Open-Source Chrome extension for AI-powered web automation. Run multi-agent workflows usin 13,750 Claude Code, Codex, OpenCode 2 2,697 tok