How real projects configure their agents

32,107 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
wprig/wprig wprig.io A modern performance-focused theme development toolkit for WordPress. 1,331 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,881 tok
cosmtrek/mindwalk A visualization tool that replays coding-agent sessions on a 3D map of your codebase. 1,330 Claude Code, Codex, OpenCode 3 881 tok
basementstudio/xmcp xmcp.dev The TypeScript MCP framework 1,327 Claude Code, Codex, OpenCode 3 628 tok
study8677/repobrain deepwiki.com 🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: w 1,325 Claude Code, Codex, GitHub Copilot, OpenCode 5 385 tok
spiculedata/saiku saiku.bi Open-source semantic layer: one cube for Excel (MDX/XMLA), dashboards, and AI agents (MCP) 1,322 Claude Code 1 6,024 tok
Intuition-Lab/personal-model intuition-lab.github.io Build your HUMAN.md. 1,321 Claude Code, Codex, OpenCode 2 1,391 tok
hanxi/cups-web Turn a home USB printer into an always-accessible network printing service 1,321 Claude Code, Codex, OpenCode 2 10,386 tok
nduckmink/arkon Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to m 1,319 Claude Code 2 1,626 tok
storybookjs/react-native storybook.js.org 📓 Storybook for React Native! 1,318 Claude Code, Codex, OpenCode 3 787 tok
moazbuilds/claudeclaw A lightweight, open-source OpenClaw version built into your Claude Code. 1,318 Claude Code 1 1,184 tok
perminder-klair/subwave getsubwave.com Personal internet radio: Agentic AI DJ 1,318 Claude Code, Codex, OpenCode 16 12,103 tok
feigeCode/navop navop.dev A native, all-in-one workspace for databases, SSH, SFTP, terminals, remote desktop, monito 1,318 Claude Code, Codex, OpenCode 10 22,262 tok
sceneview/sceneview sceneview.github.io AI-first 3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit 1,314 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 5,581 tok
steipete/claude-code-mcp Claude Code as one-shot MCP server to have an agent in your agent. 1,312 Claude Code, GitHub Copilot 2 7 tok
stenolabs/stenoai stenoai.co StenoAI is the secure privacy-first AI notepad & notetaker for confidential conversations 1,310 Claude Code, Codex, OpenCode 2 9,128 tok
tjboudreaux/cc-thinking-skills 28 eval-informed mental models and critical-thinking skills for Claude Code, GitHub Copilo 1,306 Claude Code, Codex, OpenCode 2 1,187 tok
microsoft/waza microsoft.github.io CLI / Framework for Agent Skills - create, test, measure and improve skill quality and eff 1,305 Claude Code, Codex, GitHub Copilot, OpenCode 14 3,591 tok
dohooo/helmor helmor.ai Open-source local workbench for multi-agent software development. 1,304 Claude Code, Codex, OpenCode 9 10,385 tok
Vincentqyw/image-matching-webui huggingface.co 🤗 image matching webui 1,303 Claude Code 3 2,033 tok
puppyone-ai/puppyone puppyone.ai Context drive for your AI agents 1,298 Claude Code, Codex, OpenCode 2 5,345 tok
TanStack/cli tanstack.com The official TanStack CLI - Project Scaffolding, MCP Server, Agent Skills Installation, et 1,297 Claude Code, Codex, OpenCode 2 8 tok
greyhaven-ai/autocontext a recursive self-improving harness designed to help your agents (and future iterations of 1,292 Claude Code, Codex, OpenCode 2 4,707 tok
Xiangyue-Zhang/auto-deep-researcher-24x7 arxiv.org 🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Z 1,291 Claude Code, Codex, OpenCode 2 5,681 tok
coleam00/claude-memory-compiler Give Claude Code a memory that evolves with your codebase. Hooks automatically capture ses 1,289 Claude Code, Codex, OpenCode 5 4,446 tok
piomin/claude-ai-spring-boot Claude Code template for Spring Boot and other staff (included in the tags) 1,289 Claude Code 1 450 tok
paradigmxyz/centaur centaur.run Centaur is frontier, agentic infrastructure that you own. Centaur is like Claude Tag, but 1,289 Claude Code, Codex, OpenCode 12 1,824 tok
uzairansaruzi/hermex hermexapp.com Native iPhone app for your Hermes agent 1,287 Claude Code, Codex, OpenCode 2 4,738 tok
first-fluke/oh-my-agent firstfluke.com The multi-agent harness that checks the work: verifies agent runs by artifacts (stop-hook 1,286 Claude Code, Codex, OpenCode 2 1,976 tok
d-kimuson/claude-code-viewer npmjs.com A full-featured web-based Claude Code client that provides complete interactive functional 1,282 Claude Code, Codex, OpenCode 11 3,171 tok
nvk/llm-wiki llm-wiki.net LLM-compiled knowledge bases for any AI agent. Parallel multi-agent research, thesis-drive 1,278 Claude Code, Codex, OpenCode 2 15,764 tok
datalayer/jupyter-mcp-server jupyter-mcp-server.datalayer.tech 🪐 🔧 Model Context Protocol (MCP) Server for Jupyter. 1,277 Claude Code, Codex, GitHub Copilot 2 2,265 tok
vipshop/cache-dit cache-dit.readthedocs.io A PyTorch-native inference engine with cache, parallelism, quantization and cpu offload fo 1,275 Claude Code 7
coollabsio/jean jean.build A dev environment for AI agents. 1,271 Claude Code, Codex, Gemini CLI, OpenCode 10 7,257 tok
caliber-ai-org/ai-setup trycaliber.ai Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MC 1,267 Claude Code, Codex, OpenCode 10 3,076 tok
memorax-ai/memorax-code code.memorax.net A memory plugin for AI coding that turns engineering experience, repository knowledge, and 1,262 Claude Code, Codex, OpenCode 2 1,217 tok
raspibolt/raspibolt raspibolt.org RaspiBolt v3: Bitcoin & Lightning full node on a Raspberry Pi 1,261 Claude Code 1 2,840 tok
MiniMax-AI/OpenRoom openroom.ai A browser-based desktop where AI Agent operates every app through natural language. 1,258 Claude Code 3 1,801 tok
scottlerch/HostsFileEditor hostsfileeditor.com Easily edit and manage the hosts file for Windows 1,255 Claude Code 1 4,073 tok
pnoker/iot-dc3 dc3.site IoT DC3 is a multi-protocol, cloud-native, AI-powered, open-source industrial IoT platform 1,253 Claude Code, Codex, OpenCode 2 2,089 tok
phronesis-io/eigenflux eigenflux.ai Official repository for EigenFlux — the open-source communication and broadcast network fo 1,253 Claude Code, Codex, OpenCode 4 1,990 tok
AIPexStudio/AIPex claudechrome.com AIPex: AI browser automation assistant, no migration and privacy first. Alternative to Man 1,250 Claude Code, Codex, OpenCode 2 1,195 tok
microsoft/winappCli winapp, the Windows App Development CLI, is a single command-line interface for managing W 1,250 Claude Code, Codex, OpenCode 3 4,710 tok
conorluddy/ios-simulator-skill conor.fyi An IOS Simulator Skill for ClaudeCode. Use it to optimise Claude's ability to build, run a 1,246 Claude Code 1 2,317 tok
mrwadams/attackgen AttackGen is a cybersecurity incident response testing tool that leverages the power of la 1,242 Claude Code, Codex, OpenCode 2 9,248 tok
ColorlibHQ/email-templates colorlib.com Free HTML email templates for Mailchimp and other emails services 1,239 Claude Code 1 1,729 tok
kbwo/ccmanager Coding Agent Session Manager for Claude Code / Gemini CLI / Codex CLI / Cursor Agent / Cop 1,238 Claude Code, Codex, Kiro, OpenCode 15 5,122 tok
ddalcu/mlx-serve mlxserve.com Native LLM inference server for Apple Silicon. OpenAI + Anthropic API compatible. No Pytho 1,237 Claude Code 3 30,928 tok
vellum-ai/vellum-assistant vellum.ai An AI Assistant that’s easy to setup, does your work 24/7, knows your preferences and gets 1,234 Claude Code, Codex, Cursor, OpenCode 16 9,584 tok
grafbase/grafbase the-guild.dev [Acquired by The Guild] The Grafbase GraphQL Federation Gateway 1,230 Claude Code 2 4 tok
AvdLee/Xcode-Build-Optimization-Agent-Skill rocketsim.app An Agent Skill helping you to optimize Xcode incremental and clean builds by running bench 1,217 Claude Code, Codex, GitHub Copilot, OpenCode 2 1,265 tok