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
multica-ai/multica multica.ai Make humans and AI agents work as one team — open-source and self-hostable. 49,008 Claude Code, Codex, OpenCode 3 5,047 tok
mudler/LocalAI localai.io LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - 48,887 Claude Code, Codex, OpenCode 2 1,951 tok
moeru-ai/airi airi.moeru.ai 💖🧸 Self hosted, you-owned Grok Companion, a container of souls of waifu, cyber livings t 48,813 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 32 7,075 tok
KeygraphHQ/shannon keygraph.io Shannon is an AI pentester for web applications and APIs. It analyzes your source code, id 47,762 Claude Code 4 7,928 tok
HKUDS/nanobot nanobot.wiki Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with Web 47,737 Claude Code, Codex, OpenCode 2 1,294 tok
prisma/orm prisma.io Next-generation ORM for Node.js & TypeScript | PostgreSQL, MySQL, MariaDB, SQL Server, SQL 47,606 Claude Code, Codex, OpenCode 6 2,671 tok
coreyhaines31/marketingskills marketing-skills.com Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and grow 47,167 Claude Code, Codex, OpenCode 2 2,520 tok
abhigyanpatwari/GitNexus gitnexus.vercel.app GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowl 47,060 Claude Code, Codex, Cursor, OpenCode, Windsurf 26 6,828 tok
apache/airflow airflow.apache.org Apache Airflow - A platform to programmatically author, schedule, and monitor workflows 46,749 Claude Code, Codex, GitHub Copilot, OpenCode 10 9,975 tok
cli/cli GitHub’s official command line tool 46,162 Claude Code, Codex, OpenCode 7 1,870 tok
streamlit/streamlit streamlit.io Streamlit — A faster way to build and share data apps. 45,698 Claude Code, Codex, GitHub Copilot, OpenCode 49 26,797 tok
getsentry/sentry sentry.io Developer-first error tracking and performance monitoring 44,733 Claude Code, Codex, OpenCode 33 1,767 tok
payloadcms/payload payloadcms.com Payload is the open-source, fullstack Next.js framework, giving you instant backend superp 44,591 Claude Code, Codex, OpenCode 14 5,194 tok
heygen-com/hyperframes Write HTML. Render video. Built for agents. 44,206 Claude Code, Codex, OpenCode 10 4,159 tok
ccxt/ccxt docs.ccxt.com A unified trading API with more than 100 crypto exchanges and prediction markets in JavaSc 43,878 Claude Code, Codex, OpenCode 29 10,142 tok
colinhacks/zod zod.dev TypeScript-first schema validation with static type inference 43,847 Claude Code, Codex, Cursor, OpenCode 5 5,780 tok
blader/humanizer skills.sh Agent skill that removes signs of AI-generated writing from text 43,612 Claude Code, Codex, OpenCode 1 541 tok
gradio-app/gradio gradio.app Build and share delightful machine learning apps, all in Python. 🌟 Star to support our wo 43,480 Claude Code, Codex, OpenCode 5 821 tok
HeyPuter/puter puter.com 🌐 The Internet Computer! Free, Open-Source, and Self-Hostable. 43,413 Claude Code, Codex, OpenCode 2 4,192 tok
deepspeedai/DeepSpeed deepspeed.ai DeepSpeed is a deep learning optimization library that makes distributed training and infe 43,065 Claude Code, Codex, OpenCode 2 1,314 tok
K-Dense-AI/scientific-agent-skills arxiv.org Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 1 43,017 Claude Code, Codex, OpenCode 2 4,354 tok
danny-avila/LibreChat librechat.ai Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Re 42,847 Claude Code, Codex, OpenCode 2 4,147 tok
amruthpillai/reactive-resume rxresu.me A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customi 42,221 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,768 tok
agno-agi/agno docs.agno.com Build, run, and manage agent platforms. 42,067 Claude Code, Codex, Cursor, OpenCode 3 2,906 tok
chatboxai/chatbox chatboxai.app Powerful AI Client 41,658 Claude Code, Codex 2
luongnv89/claude-howto luongnv.com A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, wi 41,371 Claude Code 1 883 tok
langchain-ai/langgraph docs.langchain.com Build resilient agents. 41,108 Claude Code, Codex, OpenCode 2 948 tok
MadsLorentzen/ai-job-search The job search that runs on your machine. AI job application framework built on Claude Cod 40,935 Claude Code, Codex, OpenCode 25 2,529 tok
Hmbown/CodeWhale codewhale.net Open-source coding agent for your terminal, built in Rust and on a journey of continuous c 40,914 Claude Code, Codex, OpenCode 2 2,871 tok
chakra-ui/chakra-ui chakra-ui.com Chakra UI is a component system for building SaaS products with speed ⚡️ 40,628 Claude Code 6 2,265 tok
novuhq/novu go.novu.co The open-source communication infrastructure for agents and products 39,798 Claude Code, Codex, Cursor, OpenCode 29 551 tok
mindsdb/mindshub mindshub.ai The unified workspace where open-source models get things done for you. 39,699 Claude Code 1 1,908 tok
PostHog/posthog posthog.com :hedgehog: PostHog is the leading platform for building self-driving products. Our develop 39,602 Claude Code, Codex, Cursor, OpenCode 5 11,094 tok
wshobson/agents sethhobson.com Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub 39,461 Claude Code, Codex, OpenCode 2 1,563 tok
tinyhumansai/openhuman tinyhumans.ai OpenHuman is an open source personal AI for Mac, Windows and Linux — local-first memory, a 39,454 Claude Code, Codex, OpenCode 21 33,080 tok
HKUDS/LightRAG arxiv.org [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation 39,427 Claude Code, Codex, OpenCode 4 5,707 tok
Yeachan-Heo/oh-my-claudecode oh-my-claudecode.dev Teams-first Multi-agent orchestration for Claude Code 39,032 Claude Code, Codex, OpenCode 2 6,738 tok
ant-design/ant-design-pro pro.ant.design 👨🏻‍💻👩🏻‍💻 Use Ant Design like a Pro! 38,744 Claude Code, Codex, OpenCode 2 1,532 tok
omacom/omarchy omarchy.org Beautiful, Modern & Opinionated Linux 38,617 Claude Code, Codex, OpenCode 2 1,919 tok
ueberdosis/tiptap tiptap.dev The headless rich text editor framework for web artisans. 38,282 Claude Code, Codex, GitHub Copilot, OpenCode 5 4,800 tok
CopilotKit/CopilotKit docs.copilotkit.ai The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. M 37,214 Claude Code, Codex, OpenCode 2 3,072 tok
Dokploy/dokploy dokploy.com Open Source Alternative to Vercel, Netlify and Heroku. 37,113 Claude Code 2
microsoft/playwright-mcp npmjs.com Playwright MCP server 36,839 Claude Code 1 363 tok
continuedev/continue continue.dev open-source coding agent 35,784 Claude Code 1
herdrdev/herdr herdr.dev the runtime your coding agents live on 35,592 Claude Code, Codex, OpenCode 5 5,455 tok
VectifyAI/PageIndex pageindex.ai 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG 35,543 Claude Code 1
sgl-project/sglang sglang.io SGLang is a high-performance serving framework for large language models and multimodal mo 35,516 Claude Code, Codex 24
gitroomhq/postiz-app postiz.com 📨 The ultimate agentic social media scheduling tool 🤖 35,488 Claude Code, GitHub Copilot 3 2,298 tok
zhaoxuya520/reverse-skill Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack 34,719 Claude Code, Codex, OpenCode 2 1,078 tok
anthropics/financial-services 34,705 Claude Code 1 891 tok