How real projects configure their agents

23,261 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
feigeCode/navop navop.dev A native, all-in-one workspace for databases, SSH, SFTP, terminals, remote desktop, monito 1,333 Claude Code, Codex, OpenCode 10 22,262 tok
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. 1,331 Claude Code, Codex, OpenCode 3 881 tok
nkzw-tech/codiff codiff.dev a fast local diff viewer 1,329 Codex, OpenCode 1 513 tok
basementstudio/xmcp xmcp.dev The TypeScript MCP framework 1,328 Claude Code, Codex, OpenCode 3 628 tok
study8677/repobrain deepwiki.com 🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: w 1,326 Claude Code, Codex, GitHub Copilot, OpenCode 5 385 tok
hanxi/cups-web Turn a home USB printer into an always-accessible network printing service 1,323 Claude Code, Codex, OpenCode 2 10,386 tok
shift-labs-ai/markit 🖍️ Convert anything to markdown. Mark it. 1,321 Codex, OpenCode 1 594 tok
Intuition-Lab/personal-model intuition-lab.github.io Build your HUMAN.md. 1,321 Claude Code, Codex, OpenCode 2 1,391 tok
neurogen-dev/NeuroAPI neuroapi.host NeuroAPI: a Russian AI API for Codex CLI and Claude Code — secure one-click installers for 1,320 Codex, OpenCode 1 148 tok
storybookjs/react-native storybook.js.org 📓 Storybook for React Native! 1,318 Claude Code, Codex, OpenCode 3 787 tok
perminder-klair/subwave getsubwave.com Personal internet radio: Agentic AI DJ 1,317 Claude Code, Codex, OpenCode 16 12,103 tok
sceneview/sceneview sceneview.github.io AI-first 3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit 1,316 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 5,581 tok
stenolabs/stenoai stenoai.co StenoAI is the secure privacy-first AI notepad & notetaker for confidential conversations 1,312 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 1,309 Claude Code, Codex, OpenCode 2 1,187 tok
dohooo/helmor helmor.ai Open-source local workbench for multi-agent software development. 1,305 Claude Code, Codex, OpenCode 9 10,385 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
HD838A/remote-mic-app sayall.app Wireless Mic (SayAll.app): Turn the Xiaomi Bluetooth Remote 2 Pro into a voice-input devic 1,303 Codex, OpenCode 1 5,336 tok
thetahealth/mirobody mirobody.ai The AI-native health data engine — collect, standardize, and reason over labs, wearables & 1,300 Codex, OpenCode 1 1,984 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
uzairansaruzi/hermex hermexapp.com Native iPhone app for your Hermes agent 1,296 Claude Code, Codex, OpenCode 2 4,738 tok
contentful/contentful.js contentful.github.io JavaScript library for Contentful's Delivery API (node & browser) 1,295 Codex, OpenCode 1 860 tok
first-fluke/oh-my-agent firstfluke.com The multi-agent harness that checks the work: verifies agent runs by artifacts (stop-hook 1,293 Claude Code, Codex, OpenCode 2 1,976 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
higress-group/himarket HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." I 1,291 Codex, OpenCode 1 1,136 tok
paradigmxyz/centaur centaur.run Centaur is frontier, agentic infrastructure that you own. Centaur is like Claude Tag, but 1,291 Claude Code, Codex, OpenCode 12 1,824 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
Agentshire/Agentshire OpenClaw / QClaw plugin that visualizes AI agents as 3D NPCs in a game town — with social 1,288 Codex, OpenCode 1 5,768 tok
LiteLLM-Labs/litellm-agent-control-plane docs.litellm-agent-platform.ai 1 place to call all your agents - OpenCode, Hermes, Claude Managed Agents, Cursor Agents A 1,285 Codex, OpenCode 1 339 tok
nvk/llm-wiki llm-wiki.net LLM-compiled knowledge bases for any AI agent. Parallel multi-agent research, thesis-drive 1,284 Claude Code, Codex, OpenCode 2 15,764 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
agentplugins/agent-plugins-spec agent-plugins.org Agent Plugins Specification v1.0.0 — A minimal standard for packaging agent extensions int 1,279 Codex, OpenCode 1 868 tok
datalayer/jupyter-mcp-server jupyter-mcp-server.datalayer.tech 🪐 🔧 Model Context Protocol (MCP) Server for Jupyter. 1,278 Claude Code, Codex, GitHub Copilot 2 2,265 tok
voidful/hung-yi-lee-skill A skill distilled from Professor Li Hongyi's teachings, combined with Karpathy's LLM, enha 1,278 Codex, OpenCode 1 843 tok
phronesis-io/eigenflux eigenflux.ai Official repository for EigenFlux — the open-source communication and broadcast network fo 1,276 Claude Code, Codex, OpenCode 4 1,990 tok
remorses/critique critique.work TUI & website for reviewing git changes 1,273 Codex, OpenCode 1 1,974 tok
coollabsio/jean jean.build A dev environment for AI agents. 1,272 Claude Code, Codex, Gemini CLI, OpenCode 10 7,257 tok
JuneYaooo/gpt-image2-ppt-skills slidecraft-template-gallery.vercel.app Clone any .pptx into your own deck — OpenAI gpt-image-2 mimics the layout, you supply the 1,271 Codex, OpenCode 1 1,171 tok
caliber-ai-org/ai-setup trycaliber.ai Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MC 1,268 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 1,268 Claude Code, Codex, OpenCode 2 1,217 tok
Xerxes-2/clewdr High Performance LLM Reverse Proxy 1,262 Codex, OpenCode 1 2,409 tok
math-inc/OpenGauss 1,261 Codex, OpenCode 1 3,386 tok
uphiago/recon-skills hiago.sh Recon & pentest skill pack. CORS, XSS, SQLi, SSRF, RCE, WordPress, MCP, cloud, subdomain t 1,257 Codex, OpenCode 1 900 tok
starknet-io/starknet.js starknet-js.com JavaScript library for Starknet 1,255 Codex, OpenCode 1 1,748 tok
pnoker/iot-dc3 dc3.site IoT DC3 is a multi-protocol, cloud-native, AI-powered, open-source industrial IoT platform 1,254 Claude Code, Codex, OpenCode 2 2,089 tok
microsoft/winappCli winapp, the Windows App Development CLI, is a single command-line interface for managing W 1,251 Claude Code, Codex, OpenCode 3 4,710 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
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