How real projects configure their agents

1,901 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 agents7,412Data and AI4,299Backend and APIs3,694Languages3,682Planning3,492Git and workflow3,285Code review2,942Memory and context2,581Research2,499Writing and docs2,458Testing2,454Frontend2,420DevOps and cloud2,410Security2,106Productivity2,076Project management1,686

All Claude Code31,991 Codex23,077 OpenCode21,846 GitHub Copilot3,491 Gemini CLI1,901 Cursor1,721 Kiro33 Windsurf25

Project Stars Configures Files Always loaded
endorhq/rover endor.dev A manager for AI coding agents that works with Claude Code, Cursor, Gemini, Codex, and Qwe 270 Claude Code, Codex, Gemini CLI, OpenCode 6 2,146 tok
phase-rs/phase preview.phase-rs.dev A rules engine and game client — Rust + WASM + React 268 Claude Code, Codex, Gemini CLI, OpenCode 38 7,780 tok
speakeasy-api/gram speakeasy.com Securely scale AI usage across your organization. A single stack to Connect, Secure, Obser 266 Claude Code, Codex, Gemini CLI, OpenCode 33 2,687 tok
NVIDIA/cosmos-curator Cosmos Curator is a powerful video curation system that processes, analyzes, and organizes 264 Claude Code, Codex, Gemini CLI, OpenCode 3 1,442 tok
taichuy/1flowbase 1flowbase.taichuy.com 1flowbase: self-hosted AI gateway with protocol translation, dispatch, chat logs, built-in 259 Claude Code, Codex, Gemini CLI, OpenCode 10 1,558 tok
Joanium/Joanium joanium.com Your smart, reliable, and friendly personal AI assistant. 259 Claude Code, Codex, Gemini CLI, OpenCode 3 493 tok
Qiao-920/claude-desktop-cn Chinese Claude Desktop / Claude Code desktop client: Chinese interface, local Code workspa 258 Gemini CLI 1 644 tok
exosyphon/nvim Neovim Configuration 257 Gemini CLI 1 124 tok
livekit-examples/agent-starter-python docs.livekit.io A complete voice AI starter for LiveKit Agents with Python. 256 Claude Code, Codex, Gemini CLI, OpenCode 3 1,175 tok
manalkaff/opendesign claude.ai/design open-sourced! 255 Claude Code, Codex, Gemini CLI, OpenCode 3 788 tok
Divkix/Alita_Robot alita-docs.divkix.me 🤖 Alita is a Telegram Group management bot made using Gotgbot and Go, which makes it mode 247 Claude Code, Codex, Gemini CLI, OpenCode 3 7,809 tok
enuno/unifi-mcp-server An MCP server that leverages official UniFi API 245 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 45 13,687 tok
knowns-dev/knowns knowns.sh The memory layer for AI-native development - giving AI persistent understanding of your so 242 Claude Code, Codex, Gemini CLI, OpenCode 3 2,766 tok
felipebarcelospro/igniter-js igniterjs.com Igniter is a modern, type-safe HTTP framework designed to streamline the development of sc 242 Codex, GitHub Copilot, Gemini CLI, OpenCode 4 26,005 tok
Owl-Listener/designpowers An agent design team you control: 10 agents that run an inclusive design process while you 241 Claude Code, Gemini CLI 4 884 tok
oculus-samples/Unity-MRMotifs The developer community is beginning to show the world why Mixed Reality can be special. D 236 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,089 tok
DecapodLabs/decapod decapodlabs.github.io Repo-native governance kernel for bounded, convergent, proof-backed agent work. 233 Claude Code, Codex, Gemini CLI, OpenCode 3 4,176 tok
OdradekAI/bundles-forge An agentic skills framework & bundle-plugin engineering toolkit that works. 230 Claude Code, Codex, Gemini CLI, OpenCode 3 3,436 tok
guiireal/takeshi-bot youtu.be Bot de WhatsApp 229 Claude Code, Codex, Gemini CLI, OpenCode 4 2,849 tok
GoogleCloudPlatform/race-condition developers.google.com The open source multi-agent simulation from the Developer Keynote at Google Cloud Next '26 227 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,675 tok
aeroxy/ast-bro ast-bro.gitlawb.app A fast, AST-based code navigation toolkit that maps file shapes, public APIs, and call gra 224 Claude Code, Codex, Gemini CLI, OpenCode 3 360 tok
aethersdr/AetherSDR aethersdr.com Native amateur-radio workstation for FlexRadio (FLEX-6000/8000/Aurora) — Linux, macOS, Win 217 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 17,502 tok
FreePeak/LeanKG leankg.com LeanKG: Stop Burning Tokens. Start Coding Lean. 216 Claude Code, Codex, Gemini CLI, OpenCode 3 5,378 tok
mduongvandinh/llm-wiki Hệ thống knowledge base cá nhân hoàn toàn tự động, vận hành bởi LLM. Dựa trên pattern LLM 213 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,513 tok
Joonghyun-Lee-Frieren/oh-my-antigravity joonghyun-lee-frieren.github.io Context-engineering-powered multi-agent team workflow pack for Antigravity CLI. 211 Gemini CLI 1 45 tok
antopolskiy/kanban-md File-based kanban board for autonomous agentic loop. CLI and TUI for multi-agent workflows 211 Claude Code, Codex, Gemini CLI, OpenCode 5 3,427 tok
aplaceforallmystuff/mcp-arr MCP server for *arr media management suite 207 Claude Code, Codex, Gemini CLI, OpenCode 3 817 tok
garagon/nanostack nanostack.sh A workflow harness that helps AI coding agents plan, review, test, and ship safer code. 204 Codex, Gemini CLI, OpenCode 2 946 tok
LeonMusCoden/LetterFeed Convert email newsletters into RSS feeds 204 Gemini CLI 1 4,254 tok
yennanliu/InvestSkill yennj12.js.org US stock analysis skills for LLMs (Claude code, Gemini ...) | #AI 200 Claude Code, GitHub Copilot, Gemini CLI 3 8,764 tok
FradSer/mcp-server-apple-events MCP server providing native macOS integration with Apple Reminders and Calendar via EventK 199 Claude Code, Codex, Gemini CLI, OpenCode 3 4,112 tok
TheBushidoCollective/han han.guru A curated marketplace of Claude Code plugins that embody the principles of ethical and pro 193 Claude Code, Codex, Gemini CLI, OpenCode 6 3,550 tok
bhauman/clojure-mcp-light Simple Clojure tooling for AI coding assistants 188 Claude Code, Gemini CLI 2 1,350 tok
dualverse-ai/station dualverse.ai The Station is an open-world multi-agent environment where AI agents pursue autonomous sci 185 Claude Code, Codex, Gemini CLI, OpenCode 3 7,604 tok
adeze/raindrop-mcp Raindrop MCP Server 183 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 15 4,145 tok
mongodb/agent-skills Use the official MongoDB Skills with your favorite coding agent to build faster. 182 Gemini CLI 1 229 tok
ArcInstitute/SRAgent LLM agents for working with the SRA and associated bioinformatics databases. 181 Codex, Gemini CLI, OpenCode 2 631 tok
meta-quest/webxr-first-steps meta-quest.github.io Your first steps into immersive web development with WebXR. 177 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 1,494 tok
ECPay/ECPay-API-Skill ECPay API Skill is an API AI Skill package—install it in AI coding assistants (Claude Code 176 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 13,391 tok
jentic/jentic-one jentic.com Self-hosted execution layer for AI agents: connect any agent to real APIs, scope exactly w 175 Claude Code, Codex, Gemini CLI, OpenCode 4 4,539 tok
iPythoning/b2b-sdr-agent-template pulseagent.io Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engin 173 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,153 tok
yusong652/itasca-mcp pypi.org MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — ru 173 Claude Code, Codex, Gemini CLI, OpenCode 3 4,770 tok
smnandre/symfony-ux-skills ux.symfony.com Symfony UX skills for Claude, Gemini, Codex, ... Live Component, Twig Component, Turbo, St 170 Claude Code, Codex, Gemini CLI, OpenCode 3 1,146 tok
danielvm-git/bigpowers danielvm-git.github.io Agent skills synthesizing years of software engineering discipline into a prescriptive met 169 Claude Code, Gemini CLI 2 5,912 tok
Dpro-at/Tel-Agent tel-agent.com AI phone assistant | open-source 169 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,683 tok
ma2za/python-substack ma2za.github.io Write and safely manage Substack drafts from Markdown with Python, CLI, and MCP. 168 Codex, Gemini CLI, OpenCode 4 814 tok
Imbad0202/tw-formal-writing buymeacoffee.com AI Skill for writing official Taiwanese documents: government documents, certified letters 167 Claude Code, Codex, Gemini CLI, OpenCode 3 74,094 tok
Digital-Process-Tools/claude-remember Persistent memory for Claude Code — identity, context, and continuity across sessions 165 Claude Code, Gemini CLI 5 488 tok
learningmatter-mit/AtomisticSkills arxiv.org Intergrating Atomistic Skills into Agentic IDEs (Cursor, Claude Code, Google Antigravity, 161 Claude Code, Codex, Gemini CLI, OpenCode 3 1,946 tok
kryptobaseddev/cleo cleo-dev.com Agent-first task orchestration. Persistent memory. Multi-provider coordination. 160 Claude Code, Codex, Gemini CLI, OpenCode 6 6,092 tok