How real projects configure their agents

1,724 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
ADevillers/Pupil Let agents perceive, indicate, and act in any application. 37 Cursor 1
eliornl/rolemule eliornl.github.io RoleMule — One mule for every role. Self-hosted AI job companion. Paste a posting (or Chro 37 Claude Code, Cursor 2 10,287 tok
datenoio/iterabledata Iterable Data is a Python library for reading and writing data files row by row in a consi 37 Claude Code, Codex, Cursor, OpenCode 10 2,397 tok
wandb/vibes wandb.github.io A repo with a devcontainer ready to vibe with Claude, Codex or Gemini 37 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 5 3,573 tok
Artesiana/agent2 getagent2.dev Turn domain experts into production AI agents. 36 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 12 2,346 tok
daffy0208/ai-dev-standards As Described in the name 36 Claude Code, Cursor 17 4,018 tok
Suraj1235/open-dynamic-workflows Open-source dynamic multi-agent workflows for AI coding agents - the script-as-orchestrato 36 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 6 587 tok
razbakov/ai-secretary razbakov.com AI-First Organization 35 Cursor 1 1,453 tok
terryso/todo-cli 35 Cursor 1 250 tok
hypurrquant/perp-cli Multi-DEX perpetual futures CLI + MCP server — Pacifica (Solana), Hyperliquid, Lighter (E 35 Claude Code, Cursor 3 348 tok
sandraschi/windows-computer-use-mcp Windows Computer Use for AI Agents. Both a tool (22 MCP tools for click, type, screenshot, 35 Claude Code, Codex, Cursor, OpenCode 3 1,328 tok
Thunder-Compute/thunder-cli Official CLI of Thunder Compute 34 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,086 tok
Seezo-io/cursor-security-rules Cursor rules to secure your vibe coding! 34 Cursor 1 1,200 tok
worldbank/data360-mcp worldbank.github.io Model Context Protocol (MCP) server that gives LLM agents and chatbots direct access to th 34 Cursor 1
taptap/instant-games-open-mcp TapTap mini-game open capabilities MCP 34 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 25,366 tok
magarcia/mcp-server-giphy An implementation of Giphy integration with Model Context Protocol 33 Cursor 1 660 tok
ggwhite/4x ggwhite.github.io Agentic AI development loop that splits Design, Code, Review, and Test into isolated roles 33 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 8 2,160 tok
jgkme/Add-Remote-Torrent chromewebstore.google.com Chrome browser extension to add torrents to various remote torrent clients (qBittorrent, T 33 Cursor 7
klapaudius/symfony-mcp-server A Symfony package designed for building secure servers based on the Model Context Protocol 32 Claude Code, Cursor 3 1,268 tok
aywengo/kafka-schema-reg-mcp A comprehensive Message Control Protocol (MCP) server for Kafka Schema Registry. 32 Claude Code, Codex, Cursor, OpenCode 3 2,940 tok
jianger666/cursor-feedback-extension Save your Cursor monthly quota! Unlimited AI interactions in one conversation via MCP feed 32 Cursor 1
Numaira-Technology/weclaw-cua numaira.org WeClaw-CUA — A vision-based CLI tool that captures WeChat desktop messages, then generates 32 Claude Code, Cursor 1
prakrititz/relayBrain relay-brain.vercel.app Coordination and context layer for AI coding agents. Shared file locks, live patch sync, a 31 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,392 tok
Smokestack-Games/rbxsync rbxsync.dev Sync Roblox games between Studio and VS Code with MCP integration 31 Claude Code, Cursor 3 3,774 tok
giantswarm/muster MCP tool management and workflow proxy 31 Claude Code, Cursor 3 953 tok
Manikantareddy941-hash/-caveman 30 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,408 tok
Oolab-labs/patchwork-os patchworkos.com The decision layer for personal AI. Local-first runtime where agents automate across GitHu 30 Claude Code, Codex, Cursor 16 35,775 tok
M4F-S/gomaa Gomaa — Autonomous Agent Memory OS. Persistent memory system for AI agents with Obsidian v 30 Claude Code, Codex, Cursor, OpenCode 3 2,394 tok
Zenobia000/cursor-agentic-coding-template 30 Claude Code, Cursor 17 954 tok
Brisanet/ion main--62eab350a45bdb0a5818520e.chromatic.com 30 Claude Code, Cursor 7 985 tok
sseshachala/conductai conductai.ai Runtime governance for AI agents. Allow, warn, or block every model and tool call before i 30 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 11 5,712 tok
shimayuz/note-com-mcp MCP server for note.com (migrated) 29 Cursor 1 1,344 tok
adilmoujahid/p5js-ai-editor A modern, web-based IDE for creating and editing p5.js sketches with AI assistance and Mod 28 Cursor 1 636 tok
dougwithseismic/cursor-tools building tools with cursor to make cursor faster so I can ubuild tools to be faster at mak 28 Cursor 1 2,110 tok
DataCovey/nornweave nornweave.datacovey.com An open-source, self-hosted API that turns standard email providers (Mailgun, SES, SendGri 27 Claude Code, Cursor 31
redhat-community-ai-tools/harness-eval Evaluate (lint, review, and security-audit) your AI coding agent harness. 27 Claude Code, Cursor 7 1,086 tok
wasp-lang/cursor-template A template for building Wasp apps with the Cursor IDE 27 Cursor 1 642 tok
deslicer/mcp-for-splunk MCP Server for integrating with Splunk Enterprise 27 Claude Code, Codex, Cursor, OpenCode 3 2,012 tok
nebius/nebius-physical-ai 27 Claude Code, Codex, Cursor, OpenCode 3 5,768 tok
rigour-labs/rigour rigour.run The immune system for AI coding agents 26 Claude Code, Codex, Cursor, OpenCode 3 4,399 tok
geebos/v2ex-stats V2EX coin earnings visualization extension — makes your V2EX coin earnings easy to underst 26 Claude Code, Cursor 3
salmanashraf/mobile-ai-agents play.google.com Mobile AI Skills, Agents and workflow to help you build mobile apps and games faster. A co 25 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 6,914 tok
aiurda/cursor10x Cursor10x is a comprehensive suite of tools that enhances the A.I. agent's capabilities wi 25 Cursor 1 1,337 tok
dipseth/google_workspace_fastmcp2 FastMCP2 server for Google Drive uploads with Qdrant-powered semantic search 25 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 5,766 tok
CrowdStrike/foundry-skills crowdstrike.com AI coding assistant skills for building CrowdStrike Falcon Foundry apps: scaffolding, depl 25 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,873 tok
eiriksgata/wc3-map-ts-template Warcraft III 1.27a TypeScript development template. Users are expected to have general tec 25 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 8 7,789 tok
connerohnesorge/claude-agent-sdk-go Claude agent sdk for Go(lang) 24 Claude Code, Codex, Cursor, OpenCode 22 6,267 tok
aave/aave-v4-sdk The official SDK for Aave V4 👻. 24 Claude Code, Codex, Cursor, OpenCode 7 711 tok
heimanba/claw-switch All-in-One Manager for OpenClaw 24 Cursor 3
Quantum3-Labs/ARBuilder arbuilder.app AI-powered code generator for Arbitrum Stylus, SDK bridging, dApps & Orbit chains — 19 MCP 24 Claude Code, Cursor 2 6,439 tok