How real projects configure their agents

21,881 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
iii-hq/iii iii.dev Effortlessly compose, extend, and observe every service in real-time for the first time ev 18,677 Codex, OpenCode 1 1,777 tok
keploy/keploy keploy.io Open-source platform for creating safe, isolated production sandboxes for API, integration 18,439 Claude Code, Codex, OpenCode 4 4,945 tok
nukeop/nuclear nuclearplayer.com Streaming music player that finds free music for you 18,404 Claude Code, Codex, GitHub Copilot, OpenCode 6 4,563 tok
ccusage/ccusage ccusage.com npx ccusage 18,399 Claude Code, Codex, OpenCode 21 844 tok
arc53/DocsGPT app.docsgpt.cloud Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, 18,243 Codex, OpenCode 1 2,202 tok
RightNow-AI/openfang openfang.sh Open-source Agent Operating System 18,167 Claude Code, Codex, OpenCode 2 1,448 tok
nesquena/hermes-webui get-hermes.ai Hermes WebUI: The best way to use Hermes Agent from the web or from your phone! 18,129 Codex, OpenCode 1 1,537 tok
zhanymkanov/fastapi-best-practices FastAPI Best Practices and Conventions we used at our startup 18,043 Codex, OpenCode 1 4,106 tok
gastownhall/gastown Gas Town - multi-agent workspace manager 17,950 Claude Code, Codex, Cursor, OpenCode 8 1,529 tok
muratcankoylan/Agent-Skills-for-Context-Engineering A comprehensive collection of Agent Skills for context engineering, multi-agent architectu 17,932 Claude Code, Codex, OpenCode 2 3,822 tok
windmill-labs/windmill windmill.dev Open-source developer platform to power your entire infra and turn scripts into webhooks, 17,795 Claude Code, Codex, OpenCode 25 4,076 tok
langbot-app/LangBot langbot.app Production-grade platform for building agentic IM bots - Production-grade multi-platform i 17,665 Claude Code, Codex, OpenCode 2 1,193 tok
itwanger/toBeBetterJavaer javabetter.cn An easy-to-understand, witty, and humorous Java learning guide covering core topics includ 17,583 Claude Code, Codex, OpenCode 15 747 tok
every-app/open-seo openseo.so Open source alternative to Semrush and Ahrefs 17,561 Claude Code, Codex, OpenCode 22 1,300 tok
Canner/WrenAI getwren.ai GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open 17,517 Claude Code, Codex, OpenCode 2 123 tok
browser-use/browser-harness browser-harness.com Browser Harness | Self-healing harness that enables LLMs to complete any task. 17,405 Claude Code, Codex, OpenCode 2 545 tok
microsoft/mcp-for-beginners This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) th 17,163 Codex, OpenCode 1 3,238 tok
ipfs/kubo docs.ipfs.tech IPFS implementation in Go: a daemon that stores and serves content-addressed data, with a 17,125 Codex, OpenCode 1 7,449 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
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
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
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
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
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
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
mobile-dev-inc/Maestro maestro.dev Painless E2E Automation for Mobile and Web 15,513 Claude Code, Codex, OpenCode 4 3,171 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
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