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
Parth308/auditx auditx-cli.vercel.app 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 415 tok
HenriqueCotta/ownership-driven-ai-customization-architecture Scalable architecture for GitHub Copilot custom instructions, skills, and AGENTS.md across 6 Claude Code, Codex, GitHub Copilot 3 112 tok
The-Artificer-of-Ciphers-LLC/skills-from-the-artificer 29 drop-in Claude Code skills: cost-tier model routing, debugging (rubber-duck, test-first 6 Claude Code, GitHub Copilot 2 551 tok
Cadasto/openehr-assistant-plugin cadasto.github.io openEHR assistant AI plugin suite with Skills, commands, and MCP server configuration for 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,561 tok
KSEGIT/Version-Sentinel ksegit.github.io Claude Code plugin that hard-blocks dependency additions, bumps, and downgrades until a fr 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,724 tok
dbsanfte/topdesk-mcp An MCP server for the TopDesk ticketing system 6 GitHub Copilot 1 113 tok
MauroDruwel/Smartschool-MCP Smartschool MCP: A Model Context Protocol (MCP) server that enables seamless communication 6 Claude Code, GitHub Copilot 2 2,607 tok
AmanKtyr/Tailor npmjs.com Stop vibe-coding bloat & token waste. Unified AI Coding-Agent & Spec-Driven Development (S 6 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 23 3,693 tok
0101/treemon Worktree Monitor 6 Claude Code, Codex, GitHub Copilot, OpenCode 5 1,831 tok
fbossiere/proton-safe-mcp fbossiere.github.io Draft-only Proton Mail MCP server with attachment support and out-of-band human approval. 6 GitHub Copilot 2 1,020 tok
selfpatch/ros2_medkit_mcp selfpatch.github.io MCP server for ros2_medkit. Bridge LLM agents to the SOVD REST API for ROS 2 diagnostics a 6 GitHub Copilot 1 1,582 tok
nushey/agents-md-generator Mcp server to create agents-md efficiently 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,335 tok
onelogin/onelogin-mcp OneLogin MCP Server 6 GitHub Copilot 1 2,498 tok
simatic-ax/io Library with IO handling in ST 6 GitHub Copilot 1 1,651 tok
henkaku-center/omise-interface omise.henkaku.org 6 Codex, GitHub Copilot, OpenCode 2 110 tok
dnsabby/MSITM.6341 Python Class Shared Project Directory 6 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 61 933 tok
IgorGanapolsky/openclaw-console Native iOS & Android mobile console for OpenClaw agents. Biometric approvals, real-time mo 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 18 6,676 tok
itsjustdel/IL2-Dials-Server Reverse engineers flight sim IL-2 Sturmovik and creates a server to send data over UDP 6 GitHub Copilot 1 1,187 tok
fastlorenzo/kopia-operator 6 GitHub Copilot 2 5,132 tok
gemyago/apigen HTTP API Layer Generator for the Go (golang) projects 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,653 tok
Oncorporation/filesystem_server Give AI agents access to additional folders in Visual Studio 2022 5 GitHub Copilot 1 87 tok
bkalafat/DiffPilot MCP server for PR review tools - diff analysis, code review, and PR title/description gene 5 GitHub Copilot 1 596 tok
muba00/gitstandup Generate daily standup notes from your git commits using AI 5 GitHub Copilot 1 562 tok
prasadabhishek/photographi-mcp Visual Intelligence Command Center - A Local Computer Vision Engine for Photo Libraries 5 GitHub Copilot 1 69 tok
sidrat2612/agent-policykit pypi.org For teams using multiple AI coding agents: detect the repo stack, generate Copilot, Claude 5 GitHub Copilot 1 5,039 tok
yash-gadodia/claude-init Make any repo AI-native in one command — detects your stack and generates a tailored CLAUD 5 Claude Code, GitHub Copilot 6 561 tok
malwarebo/nyrve Code editor with Claude baked in. Every change is verified before you see it. 5 Claude Code, Codex, GitHub Copilot, OpenCode 32 13,073 tok
Lycheetah/Lycheetah-Framework lycheetah.github.io Public method documents. How the work is thought and governed. Self-taught, in Dunedin. No 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 8,970 tok
flitzrrr/agent-skills Curated collection of AI agent skills for Antigravity, Claude Code, OpenCode & similar AI 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,855 tok
HsuanYuLee/polaris A Claude Code workspace template with AI skills for JIRA, PRs, code review, estimation, an 5 Claude Code, GitHub Copilot 6 7,450 tok
webmaxru/is-ai-native isainative.dev Audit public GitHub repositories for AI coding readiness across Copilot, Claude Code, and 5 Claude Code, Codex, GitHub Copilot 38 316 tok
DongDuong2001/pudo-code-system Modular, scalable, automated development intelligence. 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 1,949 tok
nobrainer-tech/nobrainer-tech-skills nobrainer.tech Portable agentic workflows for guarded autonomy, visible sessions, SDD, decisions, RCA, ev 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,743 tok
AppsYogi-com/adsense-mcp-server A CLI-installable MCP (Model Context Protocol) server that enables Claude, Cursor, and oth 5 GitHub Copilot 1 686 tok
sandraschi/ai-games-collection Web-based games collection with 100+ games and AI opponents 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 2,134 tok
Bortlesboat/bitcoin-api Self-hostable Bitcoin fee intelligence API with optional MCP and x402 integrations. Former 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,843 tok
webdevelopers-eu/zolinga zolinga.org 🤖 A PHP framework built by people, for AI. Lightweight, extensible, and handcrafted from 5 GitHub Copilot 1 2,658 tok
colinwilliams91/gaitor-orchestrator-cli npmjs.com CLI for AIDDLC -- Scaffolded, parallelized, context aware agent runtime in seconds. 5 Codex, GitHub Copilot, OpenCode 6 4,548 tok
noboru-i/web-development-toolbox npmjs.com MCP Server for various web development utilities. 5 Claude Code, GitHub Copilot 2 1,164 tok
TomasHubelbauer/bun-mcp A script-based local MCP server demonstration. The server is built in Bun and runs in VS C 5 GitHub Copilot 1 253 tok
jmerelnyc/paygate-402 Turn any API or MCP server into a paid service 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 657 tok
klodr/faxdrop-mcp Send real faxes from any MCP-enabled AI assistant. Wraps the FaxDrop API (PDF/DOCX/JPG/PNG 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,435 tok
AndurilCode/accordo medium.com An MCP (Model Context Protocol) server that provides structured workflow guidance to guide 5 Claude Code, GitHub Copilot 2 1,640 tok
anilcancakir/laravel-agent-mcp Read-only MCP (Model Context Protocol) server for Laravel. Give Claude Code, Cursor, and A 5 Claude Code, GitHub Copilot 3 2,583 tok
ApexIQ/skillsmith pypi.org One command to make any repo agent-ready. Scaffolds .agent/ workspace, platform instructio 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,432 tok
theharithsa/dynatrace-mcp-otel Dynatrace MCP Server is an AI‑assistant back‑end that lets clients query Dynatrace data, e 5 GitHub Copilot 1 679 tok
Aditya251610/opentool opentool.space Open-source MCP server. Give AI agents authenticated access to GitHub, Notion, Slack and 1 5 Claude Code, Codex, GitHub Copilot 4 819 tok
agent-receipts/openclaw obsigna.dev Agent Receipts / Obsigna plugin for OpenClaw — cryptographically signed audit trail for ag 5 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,940 tok
LEEI1337/phantom-neural-cortex Professional multi-AI development environment with intelligent cost optimization (<5/month 5 Claude Code, GitHub Copilot 27 991 tok
Mazalucas/El-DT Orchestrator structure for projects management with Antigravity/Cursor, etc 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 24,428 tok