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
tray-tecnologia/tray-api-ai-plugin tray-api-claude-code.tray.com.br Plugin para agentes de IA(Claude Code, Codex, etc) com integração completa às APIs da Tray 15 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 7,410 tok
ashlesh-t/cognirepo ashlesh-t.github.io Local cognitive infrastructure for AI coding agents — semantic memory, repository intellig 15 Claude Code, GitHub Copilot 2 3,169 tok
raydeStar/sir-thaddeus Private, local-first AI assistant for Windows with permissioned tools, durable memory, and 15 Codex, GitHub Copilot, OpenCode 6 13,425 tok
Tommertom/sonos-ts-mcp Sonos MCP server for Sonos using Typescript 15 GitHub Copilot 3 5,893 tok
php-opcua/opcua-client php-opcua.com A PHP library that talks OPC UA binary protocol over TCP. It handles the full stack — tran 15 Claude Code, Codex, GitHub Copilot 2 710 tok
ADN-DevTech/acad-api-skill AI agent skills and rules for scaffolding and building AutoCAD, Civil 3D, and Plant 3D .NE 15 Claude Code, GitHub Copilot 2 2,615 tok
reactiveui/Primitives A compact, allocation-conscious reactive programming library for .NET built on IObservable 15 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,328 tok
sigwl/AiDAPrivate 15 Codex, GitHub Copilot, OpenCode 2 6,240 tok
dmeiser/nextdns-mcp A Model Context Protocol (MCP) server for the NextDNS API, built with FastMCP and generate 15 GitHub Copilot 1 57 tok
davesheffer/hunch hunchmemory.com A shared record for AI agents: decisions, completed work, and commitments, with sources. G 15 Claude Code, Codex, GitHub Copilot, OpenCode 10 4,457 tok
LinHao-city/StoryMind linhao-city.github.io 🎬 AI plans your shot list like a director, then generates the film. LLM storyboard planni 15 Claude Code, Codex, GitHub Copilot, OpenCode 81 271 tok
totalhack/zillion-web Zillion Web: A Demo UI and Web API for Zillion 15 GitHub Copilot 1 103 tok
sidprasad/spytial Spytial: Lightweight Diagrams for Structured Python Data 15 GitHub Copilot 1 1,940 tok
prolific-oss/cli 🔬 A CLI for managing and automating workflows on the Prolific platform 15 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,704 tok
hoangsonww/DevVerse-SWE-Blog devverse-swe.vercel.app 🪐 DevVerse CS Blog – A modern, high-performance blog app built with Next.js, Vercel, Supa 15 Claude Code, Codex, GitHub Copilot, OpenCode 17 3,839 tok
ne0rrmatrix/EpubReader ne0rrmatrix.github.io 15 Claude Code, GitHub Copilot 4 2,970 tok
abicheck/abicheck abicheck.github.io API/ABI checker: castxml-based header dumper + Python checker + LLVM/GCC support 14 Claude Code, Codex, GitHub Copilot, OpenCode 15 5,667 tok
sintaxasn/Fluence.Wpf fluencewpf.com Fluence.Wpf is a modern theming and control library based on WinUI 3, but for WPF on .NET 14 Claude Code, Codex, GitHub Copilot, OpenCode 12 2,958 tok
putervision/WebCrypt putervision.github.io Zero-dependency Web Crypto suite & Model Context Protocol (MCP) server for AES-256-GCM, RS 14 Claude Code, Codex, GitHub Copilot 6 4,928 tok
masakinihirota/github-copilot-custom-instructions GitHub Copilot instructions 14 GitHub Copilot 1 5,196 tok
louagej/al-go-mcp-server theframework.be MCP server providing AI assistants with access to Microsoft AL-Go documentation and resour 14 Claude Code, GitHub Copilot 17 838 tok
Cynrath/agent-context-kit cynrath.github.io Offline-first toolkit for agent-ready repositories: readiness scoring, instruction graphs, 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,051 tok
sbroenne/skillpm skillpm.dev Package manager for Agent Skills. Built on npm. 14 GitHub Copilot 1 1,540 tok
joslat/maf-doctor AI-powered toolkit for Microsoft Agent Framework (MAF) migrations — agents, skills, MCP se 14 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,410 tok
jonathanbossenger/wordpress-plugin-copilot-instructions WordPress Plugin GitHub Copilot Instructions 14 GitHub Copilot 1 2,356 tok
zbowling/mcpcodeserver A Model Context Protocol (MCP) proxy server that translates tool calls into TypeScript cod 14 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 6,814 tok
DanWahlin/marvel-mcp 14 GitHub Copilot 1 838 tok
Smithbox-ai/ControlFlow Multi-agent orchestration for VS Code Copilot, Claude Code, OpenAI Codex and Cursor 14 Claude Code, GitHub Copilot 3 2,885 tok
Bpolat0/atlasmemory npmjs.com Proof-backed, drift-resistant AI memory for your codebase. 11 languages, 28 MCP tools, evi 14 Claude Code, GitHub Copilot 2 4,425 tok
ArtemisAI/Harness_Engineering A template project for harness engineering and grounding long running agentic AI coding sw 14 Claude Code, Codex, GitHub Copilot, OpenCode 8 6,305 tok
initialneil/project-with-reflect Claude Code meta-skill: turn each project/machine/device into a self-improving skill (log 14 Claude Code, Codex, GitHub Copilot, OpenCode 4 508 tok
smykla-skalski/klaudiush A validation dispatcher for Claude Code hooks that enforces git workflow standards, commit 14 Claude Code, Codex, GitHub Copilot, OpenCode 3 10,355 tok
EnventDigital/community-express-dev-mcp edgidesign.com A community-built MCP server that provides developer tools for building Adobe Express add- 14 GitHub Copilot 1 44 tok
zircote/rust-lsp Claude Code plugin for Rust development with rust-analyzer, clippy, rustfmt, and cargo-aud 14 Claude Code, GitHub Copilot 2 778 tok
Coveros/StrategiesforTestingAI Repo for Strategies for Testing AI-Based Systems Class 14 Claude Code, GitHub Copilot 8 680 tok
sbroenne/mcp-server-obs OBS Studio automation for AI assistants - control recordings, streaming, scenes, and windo 14 GitHub Copilot 1 1,158 tok
bomly-dev/bomly-cli bomly.dev Free, open-source CLI for dependency intelligence, SBOMs, vulnerability auditing, and CI p 14 Codex, GitHub Copilot, OpenCode 2 12,697 tok
neozhehan/figma-edit-mcp neozhehan.github.io Read, create, and modify Figma designs programmatically via MCP, empowering AI to execute 14 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 690 tok
hottweelz/writing-template-for-ai Write a book from first idea to a finished EPUB/PDF with AI — one cross-tool system for Cl 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,173 tok
clivejefferies/mobile-debug-tools Agent plugin and MCP tools to enable agents to interact with mobile devices for mobile app 14 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,364 tok
thehesiod/psquare-mcp Parent 14 Claude Code, GitHub Copilot 2 8,756 tok
aryaminus/astro astro-api-a2rc.onrender.com Astrology MCP server & Agent Skill — birth charts, transits, synastry across Western, Vedi 14 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,589 tok
izaac/nixos-config Izaac Reproducible Configuration 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,166 tok
monkey1wizard/Golem-Agents-Legion A cross-provider AI orchestration system built in Rust, running natively across Claude Co 14 Codex, GitHub Copilot, OpenCode 2 3,618 tok
Arithmomaniac/copilot-session-tools Search & browse your Copilot chat history across CLI + VS Code. Works out-of-the-box with 14 Claude Code, GitHub Copilot 3 1,909 tok
rajnandan1/ken rajnandan.com Thompson-mode systems discipline for AI agents. Think first, build bottom-up, brute force 14 Codex, GitHub Copilot, Kiro, OpenCode 3 2,350 tok
adrienm7/ergopti ergopti.fr Disposition clavier ergonomique Ergopti, optimisée pour l’écriture du français, de l’angla 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 24 949 tok
zsviczian/ea-script-template A template project for creating Obsidian ExcalidrawAutomate scripts 14 Claude Code, Codex, GitHub Copilot, OpenCode 3 117 tok
CrestApps/CrestApps.AgentSkills crestapps.com Shared AI agent skills and MCP tooling for .NET applications and Orchard Core based projec 13 Codex, GitHub Copilot, OpenCode 3 3,785 tok
elbruno/mcpapp-colorpicker A Model Context Protocol (MCP) App built with .NET that provides an interactive color pick 13 Claude Code, GitHub Copilot 3 87 tok