How real projects configure their agents

43,383 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
microsoft/data-formulator data-formulator.ai 🪄 Data Formulator is an interactive AI-powered data analysis system makes it easy to conn 17,091 Claude Code, GitHub Copilot, Cursor 5 122 tok
apache/apisix apisix.apache.org The Cloud-Native API Gateway and AI Gateway 17,085 Codex, OpenCode 1 354 tok
larksuite/cli The official Lark/Feishu CLI tool, maintained by the larksuite team — built for humans and 17,044 Codex, OpenCode 1 2,962 tok
bradautomates/claude-video Give Claude the ability to watch any video. /watch downloads, extracts frames, transcribes 16,867 Claude Code, Codex, OpenCode 2 921 tok
weaviate/weaviate weaviate.io Weaviate is an open-source vector database that stores both objects and vectors, allowing 16,787 Claude Code 2 2,591 tok
umijs/qiankun qiankun.umijs.org 📦 🚀 Blazing fast, simple and complete solution for micro frontends. 16,681 Claude Code, Codex, OpenCode 3 3,078 tok
udecode/plate platejs.org Rich-text editor with AI and shadcn/ui 16,559 Claude Code, Codex, OpenCode 3 3,032 tok
semgrep/semgrep semgrep.dev Lightweight static analysis for many languages. Find bug variants with patterns that look 16,533 Claude Code, Codex, OpenCode 2 2,020 tok
memvid/memvid memvid.com Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file m 16,489 Claude Code 1 736 tok
AgriciDaniel/claude-seo claude-seo.md Universal SEO skill for Claude Code. 25 sub-skills + 18 sub-agents covering technical SEO, 16,469 Claude Code, Codex, OpenCode 2 6,692 tok
googleapis/mcp-toolbox mcp-toolbox.dev MCP Toolbox for Databases is an open source MCP server for databases. 16,325 Claude Code, Codex, Gemini CLI, OpenCode 3 3,619 tok
getpaseo/paseo paseo.sh Orchestrate multiple coding agents from desktop and mobile 16,249 Claude Code, Codex, OpenCode 4 4,240 tok
triggerdotdev/trigger.dev trigger.dev Trigger.dev – build and deploy fully‑managed AI agents and workflows 16,223 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 11 3,528 tok
xbtlin/ai-berkshire Berkshire in the AI era: a value investing research framework built for Claude Code / Code 16,211 Claude Code, Codex, OpenCode 2 2,391 tok
vercel/vercel vercel.com Develop. Preview. Ship. 16,205 Codex, OpenCode 1 1,045 tok
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
tradecatlabs/vibe-coding-cn x.com Vibe Coding tutorial from beginner to advanced|AI pair programming workflow|Prompt, Skill, 16,106 Codex, OpenCode 1 5,556 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
vercel-labs/json-render json-render.dev The Generative UI framework 16,098 Codex, OpenCode 1 1,357 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
theonedev/onedev onedev.io The Unified and Autonomous Development Platform 15,230 Codex, OpenCode 1 181 tok
eigent-ai/eigent eigent.ai Eigent: The Open Source Cowork Desktop - Local and Free Alternative to Claude Cowork and C 15,205 Codex, OpenCode 1 608 tok
citrolabs/ego-lite lite.ego.app The fastest browser for AI agents to run browser automation, built for sharing your logged 15,194 Codex, OpenCode 1 1,577 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