How real projects configure their agents

24,692 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
agentic-community/mcp-gateway-registry agentic-community.github.io Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure 1,038 Claude Code, Codex, OpenCode 2 16,255 tok
CelestoAI/SmolVM docs.celesto.ai Secure and persistent computer for AI agents 1,037 Claude Code, Codex, OpenCode 4 1,450 tok
adrida/tracer tracerml.ai Distill your LLM traces into a fast hybrid System 1 models. Open-source ML + LLM inference 1,036 Codex, OpenCode 1 1,915 tok
mariadb-operator/mariadb-operator 🦭 Run and operate MariaDB in a cloud native way 1,033 Claude Code, Codex, OpenCode 5 8,431 tok
ranxi2001/zero2Agent onefly.top An agent tutorial website for applying to agent R&D positions at major tech companies, cov 1,026 Claude Code, Codex, OpenCode 9 1,535 tok
kelai141/dsh-mobile-apk dsh Android shell APK — WebView UI + embedded Termux runtime snapshot (unzip and run), a h 1,024 Codex, OpenCode 1 6,958 tok
synthetic-lab/octofriend An open-source coding helper. Very friendly! 1,022 Claude Code, Codex 1 —
scaleway/scaleway-cli cli.scaleway.com Command Line Interface for Scaleway 1,021 Claude Code, Codex, OpenCode 3 1,409 tok
shanraisshan/codex-cli-best-practice linkedin.com from vibe coding to agentic engineering - practice makes codex perfect 1,020 Claude Code, Codex, OpenCode 31 1,944 tok
bouob/tickets_hunter Tickets Hunter (Ticket-Hunting Bot) - automated ticket purchasing. Technology determines h 1,020 Claude Code, Codex, OpenCode 2 4,577 tok
xing5/mcp-google-sheets This MCP server integrates with your Google Drive and Google Sheets, to enable creating an 1,017 Codex 1 —
meursyphus/ssgoi ssgoi.dev animated page transition for major ssr frameworks and browsers, including Safari 1,016 Claude Code, Codex, OpenCode 3 152 tok
opentabs-dev/opentabs opentabs.dev Browser automation clicks buttons. OpenTabs calls APIs. 1,014 Claude Code, Codex, OpenCode 5 13,599 tok
ChiR24/Unreal_mcp enginewire.dev A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control 1,014 Codex, GitHub Copilot, OpenCode 2 5,879 tok
darkroomengineering/satus satus.darkroom.engineering Advanced Next.js App Router starter for content-driven sites 1,013 Codex, OpenCode 1 7,165 tok
MadAppGang/claudish claudish.com Claude Code. Any Model. The most powerful AI coding agent now speaks every language. 1,013 Claude Code, Codex, GitHub Copilot, OpenCode 7 8,797 tok
agent-sh/agentsys agent-sh.github.io AI writes code. This automates everything else · 24 plugins · 49 agents · 44 skills · for 1,012 Claude Code, Codex, OpenCode 3 1,670 tok
desplega-ai/agent-swarm agent-swarm.dev Your Company Agentic Operating System 1,012 Claude Code, Codex, OpenCode 8 10,828 tok
Arcadia-1/virtuoso-bridge-lite virtuoso-bridge.tokenzhang.com Bridge between LLM-Agent and Cadence Virtuoso. A new infrastructure for Agentic Analog and 1,012 Codex, OpenCode 1 982 tok
wk42worldworld/cybercode An AI agent combining Claude Code coding capabilities with Hermes Agent self-evolution. 1,010 Claude Code, Codex, OpenCode 3 946 tok
PaulRBerg/prb-math Solidity library for advanced fixed-point math 1,008 Codex, OpenCode 1 847 tok
Azure-Samples/AI-Gateway aka.ms Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure AP 1,008 Claude Code, Codex, OpenCode 8 1,322 tok
sirkirby/unifi-mcp unifimcp.com MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access 1,008 Claude Code, Codex, GitHub Copilot, OpenCode 16 6,773 tok
johnhuang316/code-index-mcp A Model Context Protocol (MCP) server that helps large language models index, search, and 1,006 Claude Code, Codex 2 —
xvirobotics/metabot xvirobotics.com Infrastructure for supervised, self-improving agent organizations. Run Claude Code or Kimi 1,003 Claude Code, Codex, OpenCode 4 700 tok
bitjaru/styleseed styleseed-demo.vercel.app Open-source design-method engine for Claude Code, Codex & Cursor. One agent skill with 22 1,002 Codex, OpenCode 1 805 tok
863401402/she-love-me She's Different — Relationship Analysis Room — WeChat chat history relationship analysis A 999 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 988 tok
J3n5en/EnsoAI enso.j3.do Multiple Agents, Parallel Flow 998 Claude Code, Codex, OpenCode 2 1,736 tok
tingaicompass/AI-Compass blog.csdn.net “AI-Compass” guides the community in navigating the ocean of AI technology. Whether you ar 995 Codex, OpenCode 1 2,521 tok
GaoSSR/best-claude-hud Minimal Claude Code statusline HUD powered by Rust. 995 Codex, OpenCode 1 215 tok
appandflow/react-native-ease rne.appandflow.com 🍃 Lightweight declarative animations powered by platform APIs 994 Claude Code, Codex, OpenCode 2 1,828 tok
yuanbw2025/storyforge StoryForge — AI novel writing workshop 994 Claude Code, Codex, OpenCode 2 5,922 tok
RizRiyz/luvus luvus.dev Mission control for your AI agents 994 Codex, OpenCode 1 6,103 tok
zhu1090093659/spec_driven_develop Spec-driven development workflow for AI coding agents: architecture-first planning, task d 993 Claude Code, Codex, OpenCode 2 681 tok
callstackincubator/cali AI agent for building React Native apps 992 Codex, OpenCode 1 1,720 tok
hashgraph-online/awesome-ai-plugins hol.org A curated list of the best awesome AI plugins for AI assistants including Claude Code, Ope 989 Codex, OpenCode 1 649 tok
vercel-labs/next-skills 988 Claude Code, Codex, OpenCode 2 105 tok
DemonDamon/AgenticX agxbuilder.com AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + St 988 Claude Code, Codex, Cursor, OpenCode 22 23,179 tok
avishayil/react-native-restart React Native Package With One Purpose: To Restart Your React Native Project 987 Claude Code, Codex, OpenCode 3 2,600 tok
activeagents/activeagent docs.activeagents.ai ActiveAgent Rails framework for Agent Apps 986 Codex, OpenCode 1 5,810 tok
guanyang/open-agent-hub A lightweight, zero-dependency CLI tool to manage and activate capabilities for AI coding 986 Claude Code, Codex, Gemini CLI, OpenCode 3 1,456 tok
alfredxw/denova denova-ai.com An AI creative platform for novel writing and AI-generated RPGs, with built-in support for 986 Claude Code, Codex, OpenCode 2 3,680 tok
cabloy/cabloy cabloy.com Cabloy is a Node.js fullstack framework for AI vibe coding, with AI Spec-Driven Developmen 985 Claude Code, Codex, OpenCode 17 10,512 tok
NVIDIA-NeMo/Megatron-Bridge docs.nvidia.com Training library for Megatron-based models with bidirectional Hugging Face conversion capa 983 Claude Code, Codex, OpenCode 4 1,331 tok
kdcokenny/ocx ocx.kdco.dev OpenCode extension manager with portable, isolated profiles. Your setup, anywhere. 980 Codex, OpenCode 1 3 tok
dmmulroy/.dotfiles 980 Codex, OpenCode 1 1,990 tok
sodiumsun/agenttrail Local observability for AI coding agents. Agenttrail Map shows your project as a live map 980 Claude Code, Codex, OpenCode 2 1,348 tok
routatic/proxy deepwiki.com route Claude Code requests through multiple upstream providers (OpenCode Go, OpenCode Zen, 979 Claude Code, Codex, OpenCode 2 9,899 tok
repoprompt/repoprompt-ce repoprompt.com Community edition of RepoPrompt: a native macOS context engineering app for AI coding agen 979 Claude Code, Codex, OpenCode 10 4,517 tok
tastyeffectco/sandboxd sandboxd.io Open-source, self-hosted AI app builder — an agent builds real apps in isolated sandboxes 978 Codex, OpenCode 1 2,315 tok