How real projects configure their agents

3,700 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
dennisadriaans/openrun getopenrun.dev Schedule Claude Code, Codex, Grok and Gemini like cron jobs — on your machine, with no API 29 Claude Code, Codex, GitHub Copilot, OpenCode 4 10,087 tok
daloyjs/daloy daloyjs.dev The first TypeScript REST API framework built for secure AI-assisted services. DaloyJS com 29 Codex, GitHub Copilot, OpenCode 2 4,865 tok
MiguelTVMS/tplink-omada-mcp hub.docker.com MCP server for TP-Link Omada Controller. Use your prefered AI agent to see all the informa 29 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,435 tok
thalesholleben/copy-thief thalesgomes.com Skill do Claude para escrever copy de alta conversao (landing pages, advertoriais, VSL) pa 29 Claude Code, Codex, GitHub Copilot, OpenCode 3 716 tok
nikandr-surkov/ai-saas-starter ai-saas-starter-six.vercel.app AI SaaS boilerplate for Next.js 16 — Better Auth, Stripe subscriptions, credits system, AI 29 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,999 tok
chrisgliddon/bevy-skills Unofficial open source AI skills for Bevy, inspired by PixiJS Skills. These skills teach A 29 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,078 tok
dcelisgarza/PortfolioOptimisers.jl dcelisgarza.github.io Portfolio optimisation library for Julia. Over 50 risk measures (CVaR, EVaR, RLVaR, drawdo 29 Claude Code, Codex, GitHub Copilot, OpenCode 17 35,439 tok
themoment-team/datagsm-server Gwangju Software Meister High School OpenAPI & OAuth platform 29 Claude Code, Codex, GitHub Copilot, OpenCode 24 2,606 tok
nuxeo/nuxeo-elements Nuxeo web components 29 Claude Code, Codex, GitHub Copilot, OpenCode 12 7,126 tok
mralaminahamed/wp-dev-skills WordPress plugin development skills for AI coding agents — Claude Code, Gemini CLI, Cursor 28 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,376 tok
taurgis/sfcc-dev-mcp sfcc-mcp-dev.rhino-inquisitor.com Supercharge your Salesforce B2C Commerce Cloud development with AI-powered documentation a 28 Claude Code, Codex, GitHub Copilot, OpenCode 13 10,977 tok
manusa/ai-cli ai-cli lets you go from zero to AI-powered in seconds in a safe, automated and tailored wa 28 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,248 tok
ember-tooling/ember-mcp MCP Server for use with ember projects 28 GitHub Copilot 1 583 tok
nirholas/lyra-web3-playground lyra.works Free Solidity compiler & Web3 IDE with interactive tutorials. Learn blockchain development 28 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 906 tok
thangchung/agent-engineering-experiment Agent Engineering experiment, practices, codes, specs... 28 Claude Code, GitHub Copilot 4 5,555 tok
marcusrbrown/systematic fro.bot Compound-engineering loops for OpenCode, Pi, and Claude Code 28 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,635 tok
hoangsonww/WealthWise-Finance-Tracker wealthwisefinancial.vercel.app A full-stack personal finance manager powered by Agentic AI, MCP, Next.js, Express, MongoD 28 Claude Code, Codex, GitHub Copilot, OpenCode 18 8,369 tok
Intersect-Collaborations-LLC/research-workflow-assistant Open-source AI research assistant for VS Code + GitHub Copilot. Connects to PubMed, OpenAl 28 Claude Code, GitHub Copilot 13 7,170 tok
Pwd9000-ML/GitHub-Copilot-Bootcamp Interactive GHCP bootcamp template 28 GitHub Copilot 2 566 tok
Automattic/newspack-workspace All the code that's fit to ship 28 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,506 tok
timothywarner-org/az104-cert-buddy techtrainertim.com AI-powered AZ-104 certification study buddy built on GitHub Copilot agents. Generates exam 28 Claude Code, Codex, GitHub Copilot 6 2,266 tok
eiriksgata/wc3-map-ts-template Warcraft III 1.27a TypeScript development template. Users are expected to have general tec 28 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 8 7,789 tok
Raftersecurity/rafter-cli rafter.so Multi-language CLI for Rafter — the security toolkit built for AI coding agents and the de 28 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,033 tok
timothywarner-org/context-engineering techtrainertim.com 🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-read 27 Claude Code, GitHub Copilot 11 4,968 tok
itshare4u/AgentKnowledgeMCP 27 GitHub Copilot 2 2,498 tok
vbarsoum1/llm-wiki-compiler Compile documents into a living Obsidian wiki. Any AI agent. Based on Karpathy's LLM Wiki 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,209 tok
aktsmm/vscode-agent-skill-ninja VS Code Extension for searching, installing and managing Agent Skills (SKILL.md) for GitHu 27 Codex, GitHub Copilot, OpenCode 4 8,465 tok
nirholas/lyra-registry lyra-registry.modelcontextprotocol.name Lyra Registry is a standalone API + MCP service that catalogs, scores, and serves metadata 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 864 tok
Dkm0315/frappe-agent hol.org Frappe, ERPNext, and Frappe ecosystem agent plugin for Codex, Claude Code, Cursor, Copilot 27 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,181 tok
Cognipeer/console docs.cognipeer.com Open-source, self-hosted AI gateway and control plane: OpenAI-compatible LLM routing, RAG, 27 Codex, GitHub Copilot, OpenCode 2 9,822 tok
itsab1989/ChromIQ itsab1989.github.io GUI for RGB printer ICC profiling — guided 5-step ArgyllCMS workflow, 3D gamut viewer, qua 27 Claude Code, Codex, GitHub Copilot, OpenCode 3 12,732 tok
kajitiluna/erd-designer kajitiluna.github.io Free, open-source ERD designer for browser, VS Code & Google Drive — with AI agent integra 27 Claude Code, GitHub Copilot 3 312 tok
Kminer2053/demo-video-skill Demo videos created by coding agents — properly showcase your vibe coding results. 27 Codex, GitHub Copilot, OpenCode 2 1,441 tok
jschuller/mcp-server-servicenow pypi.org ServiceNow MCP server for Claude Code, GitHub Copilot, Codex and any MCP client: Table API 27 Claude Code, GitHub Copilot 2 619 tok
jasonjgardner/blockbench-mcp-project Example project using the Blockbench MCP plugin 27 Claude Code, Codex, GitHub Copilot, OpenCode 17 1,286 tok
bgrenat/godot-game-dev-studio powehi.eu Portable Godot 4.7+ game-development skills for Codex, Claude Code, Cursor, and VS Code: G 27 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 961 tok
sgroy10/speclock sgroy10.github.io Action guardrails for AI coding agents — native Claude Code enforcement, MCP integrations, 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,035 tok
vlad-ryzhkov/AI-QA-workshop-feb19 youtu.be AI prompts, agents, and anti-patterns for QA — from specification audits to API test gener 26 Claude Code, Codex, GitHub Copilot, OpenCode 21 2,657 tok
nirholas/openbare openbare.xyz Decentralized web proxy network designed for censorship resistance, high availability. Dep 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 854 tok
nirholas/plugin.delivery plugin.delivery AI plugin marketplace. SDK, gateway & developer tools for building function-calling plugin 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 806 tok
nirholas/Binance-US-MCP A Model Context Protocol (MCP) server for Binance.US API. Provides standardized access to 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 861 tok
nirholas/x402-deploy x402-deploy.modelcontextprotocol.name Turn any API or MCP server into a paid service with x402 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 652 tok
huanyingtianhe/agents-chat wljytt.japaneast.cloudapp.azure.com An open-source AI agent platform for orchestrating, and collaborating with multiple AI age 26 Claude Code, Codex, GitHub Copilot 5 1,522 tok
jyjeanne/crustly crates.io A blazingly fast, privacy first (work with local LLMs), memory-efficient terminal-based AI 26 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,137 tok
JaxonJP/beamer-skill A Claude Code skill for creating, compiling, reviewing, and polishing academic Beamer LaTe 26 GitHub Copilot 1 1,539 tok
DUBSOpenHub/dark-factory dubsopenhub.github.io 🏭 Agentic dark factory for AI building with sealed-envelope testing 26 Codex, GitHub Copilot, OpenCode 2 2,297 tok
sinanata/unreal-umg-design-system A drop-in design system for Unreal Engine UMG: design tokens, themed C++ widgets, 120 vect 26 Codex, GitHub Copilot, OpenCode 2 3,632 tok
AyobamiH/openclaw-operator ayobamih.github.io Self-hosted AI operations control plane built on OpenClaw. 26 Codex, GitHub Copilot, OpenCode 2 2,256 tok
hyqibot/claude-code-token-free Claude Code with Token-free Plan. A Claude Code build repaired from the source leaked fro 26 Codex, GitHub Copilot, OpenCode 2 3,441 tok
remyxai/outrider studio.remyx.ai Coding-agent harness for continuous contribution — discovers, implements & validates your 26 Claude Code, Codex, GitHub Copilot, OpenCode 10 2,562 tok