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
GiladShoham/awesome-claude-plugins A curated list of awesome plugins for Claude 53 GitHub Copilot 1 1,223 tok
webmaxru/web-ai-agent-skills A high-quality, auto-updated (but manually reviewed) set of agent skills that covers key W 53 Claude Code, Codex, GitHub Copilot, OpenCode 25 507 tok
BaseInfinity/claude-sdlc-harness npmjs.com Self-evolving SDLC enforcement for AI coding agents — hooks, skills, and one-command setup 53 Claude Code, Codex, GitHub Copilot, OpenCode 11 5,224 tok
MP-Tool/komodo-mcp-server Model Context Protocol Server for Komodo 🦎 - Enables AI assistants to interact with Docke 53 GitHub Copilot 7 8,917 tok
karuhun-developer/ecommerce youtu.be A modern, multi-shop e-commerce platform built with Laravel 13, Livewire 4, and Flux UI. I 53 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 22 17,693 tok
comma-compliance/arc-relay commacompliance.ai MCP control plane that's easy to use 52 Codex, GitHub Copilot, OpenCode 2 1,707 tok
cvet/fonline-tla FOnline: The Life After 52 Codex, GitHub Copilot, OpenCode 2 1,987 tok
nbari/pg_exporter A PostgreSQL metric exporter for Prometheus written in Rust 52 Codex, GitHub Copilot, OpenCode 2 4,054 tok
Patrick-Healy/tikz-diagrams-skill 52 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 589 tok
sandraschi/windows-computer-use-mcp Windows Computer Use for AI Agents. Both a tool (22 MCP tools for click, type, screenshot, 52 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 2,470 tok
rstrouse/nodejs-poolController-dashPanel A dashboard panel for tagyoureit/nodejs-poolController 52 Codex, GitHub Copilot, OpenCode 2 2,080 tok
darraghoriordan/use-miller usemiller.dev A NestJS and NextJS app for selling software products and showing examples of how-tos 51 Codex, GitHub Copilot, OpenCode 2 1,673 tok
pomerium/mcp-app-demo Demo application showcasing how to build and secure MCP servers and clients with Pomerium 51 Claude Code, GitHub Copilot, Cursor 3 10,303 tok
Chat2AnyLLM/code-agent-manager chat2anyllm.github.io code-agent-manager allows you to manage the code assistants like claude code, codex, gemin 51 Claude Code, GitHub Copilot 12 1,117 tok
AnalyticAce/binance-mcp-server analyticace.github.io Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Des 51 GitHub Copilot 1 1,190 tok
alex-wolf-ps/dbchatpro 51 GitHub Copilot 1 23 tok
davidbuenov/dbv-md-reader davidbuenov.github.io Lector nativo de Markdown (.md) para Windows, Linux y macOS, ultra-ligero de lectura y ed 51 Claude Code, GitHub Copilot, Gemini CLI, Windsurf 11 889 tok
sandraschi/calibremcp Calibre library automation via FastMCP — metadata, shelves, RAG, ai workflows. Plus webapp 51 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,763 tok
oliverearl/nes-php-glfw An NES emulator written in PHP 8.5 using the OpenGL GLFW extension. 50 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 10,859 tok
jonathan-vella/apex-accelerator apexops.pro Starter template for APEX. Contains custom Copilot agents, Azure Pricing MCP server, and a 50 Codex, GitHub Copilot, OpenCode 28 31,101 tok
jnorthrup/conductor2 Conductor is a Gemini CLI extension that allows you to specify, plan, and implement softwa 50 Claude Code, Codex, GitHub Copilot, OpenCode 3 234 tok
Unsupervisedcom/deepwork 50 Claude Code, Codex, GitHub Copilot, OpenCode 7 3,177 tok
jdevalk/seo-graph joost.blog Agent-ready SEO for JavaScript — schema.org JSON-LD graph builder with an Astro integratio 50 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 26,857 tok
elastic/docs-content docs-v3-preview.elastic.dev Elastic Documentation Content 50 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,580 tok
tao-hpu/nano-spec Spec-driven thinking, nano-sized docs. Lightweight task specification for AI-assisted deve 50 Claude Code, GitHub Copilot, Cursor 3 1,505 tok
JubaKitiashvili/everything-react-native-expo erne.dev Complete AI coding agent harness for React Native and Expo development 50 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 70 5,822 tok
microsoft/typespec-mcp Create an MCP Server for your API using the TypeSpec MCP Server 50 GitHub Copilot 1 202 tok
microsoft/agent365-skills AI coding skills for Microsoft Agent 365 — transform agents into AI Teammates with Teams h 50 Claude Code, Codex, GitHub Copilot, OpenCode 3 22,384 tok
EXXETA/trufos exxeta.github.io A modern, open source REST API client 50 Codex, GitHub Copilot, OpenCode 12 5,556 tok
jpoley/flowspec jpoley.github.io flowspec is a deliberate implementation of spec-kit & backlog md with task memory 50 Claude Code, Codex, GitHub Copilot, OpenCode 8 2,152 tok
swadhinbiswas/Mervelas An independent, high-performance AI coding CLI built with Bun and driven by free resources 49 GitHub Copilot 1 649 tok
ojspace/md-anything Local-first CLI + MCP server: Any file → AI-ready Markdown + JSON 49 Claude Code, GitHub Copilot 2 1,896 tok
sebastienrousseau/pain001 docs.pain001.com Generate and validate ISO 20022 payment files (pain.001 v03-v12, pain.008) from CSV, SQLit 49 Claude Code, Codex, GitHub Copilot, OpenCode 5 6,166 tok
rjmurillo/ai-agents Open source multi agent toolkit for Claude Code and GitHub Copilot CLI: 30 agents, plan to 49 Claude Code, Codex, GitHub Copilot, OpenCode 41 14,879 tok
Naridon-Inc/aura auravcs.com An audit trail for what AI agents changed in your codebase, and why — signed, per commit, 49 Claude Code, GitHub Copilot, Cursor, Gemini CLI, Windsurf 5 4,687 tok
Azure-Samples/mcp-container-ts This is a quick start guide that provides the basic building blocks to set up a remote Mod 49 GitHub Copilot 1 718 tok
call518/MCP-OpenStack-Ops deepwiki.com 90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by d 49 Codex, GitHub Copilot, OpenCode 2 2,062 tok
ghostapp-ai/ghost ghostapp-ai.github.io The Private Agent OS — search files, run AI agents, connect to 10,000+ tools via the compl 49 Claude Code, GitHub Copilot 2 14,095 tok
makoni/select-like-a-boss-for-safari Extension for Safari that allows you to select text inside links. 49 GitHub Copilot 1 725 tok
sinanata/unity-cross-platform-local-build-orchestrator leapoflegends.com One PowerShell command on your Windows PC builds and ships your Unity game to four platfor 48 Codex, GitHub Copilot, OpenCode 2 3,020 tok
Anantys-oss/koan koan.anantys.com Autonomous background agent that consumes unused Claude Max quota to explore, audit, and i 48 Claude Code, Codex, GitHub Copilot, OpenCode 18 7,998 tok
drvoss/everything-copilot-cli The definitive guide & configuration system for GitHub Copilot CLI — agents, skills, rules 48 Codex, GitHub Copilot, OpenCode 2 4,812 tok
Community-Access/quill Screen-reader-first writing, review, and document-intelligence environment for Windows wit 48 Claude Code, GitHub Copilot 3 14,612 tok
timothywarner-org/prompt-pro techtrainertim.com Master AI prompting for business innovation. O'Reilly Live Learning course by Tim Warner c 47 Claude Code, GitHub Copilot 6 1,551 tok
intent-integrity-chain/kit Intent Integrity Kit - Closing the intent-to-code chasm 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 1,884 tok
bitovi/convey bitovi.github.io Point-n-click vibe coding in your browser! Draw features, improve designs, report bugs. 47 Claude Code, Codex, GitHub Copilot 21 2,187 tok
zeromicro/mcp-zero Model Context Protocol (MCP) server for go-zero framework - Generate APIs, RPC services, a 47 GitHub Copilot 1 162 tok
bezael/ai-workflow-kit ai-workflow-kit 47 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,810 tok
microsoft/DataFactory.MCP nuget.org 47 Claude Code, Codex, GitHub Copilot 15 524 tok
cp-yu/cc-switch-web All-in-One AI CLI Management Platform for Claude Code, Codex & Gemini - Provider switchi 47 Claude Code, Codex, GitHub Copilot 18 —