How real projects configure their agents

22,145 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
orka-agents/orka orka-agents.github.io 🐋 Cloud and AI-native multi-agent orchestration platform for Kubernetes 24 Claude Code, Codex, OpenCode 10 2,555 tok
tskovlund/mcp-score MCP server for AI-driven music score generation and manipulation. Natural language to nota 24 Claude Code, Codex, OpenCode 3 1,165 tok
gromhacks/bonsai-ninja 🥷 Give your codebase a black belt. Local code intelligence, security analysis, and compil 24 Claude Code, Codex, OpenCode 2 6,225 tok
Automattic/simplenote-mcp A basic MCP server for the Simplenote desktop app. 24 Claude Code, Codex, OpenCode 2 1,794 tok
joe-qai/qa-skills A toolkit focused on software testing, providing requirements analysis, test planning, and 24 Claude Code, Codex, OpenCode 2 4,238 tok
Fix3dll/QuicMic crates.io Turn any phone or tablet into a low-latency wireless microphone for your PC, over your loc 24 Codex, OpenCode 1 11,906 tok
nezumi0627/vyline 24 Codex, OpenCode 1 6,367 tok
ifBars/blender-agent-studio skills.sh Codex plugin for reproducible Blender modeling, validation, animation, MCP tooling, and ag 24 Codex, OpenCode 1 140 tok
DotRacel/control-claude-code Bring native remote-control experience for Claude BYOK users 24 Claude Code, Codex, OpenCode 2 348 tok
j5ik2o/event-store-adapter-js This library is designed to turn DynamoDB into an Event Store for Event Sourcing. 24 Claude Code, Codex, Gemini CLI, OpenCode 41 552 tok
leochiu-a/elden-ring-github chromewebstore.google.com An Elden Ring–inspired Chrome extension that makes your GitHub workflow legendary. 24 Claude Code, Codex, OpenCode 2 104 tok
thomasnormal/codex-auto-continue Auto-continue utility for Codex + tmux 24 Codex, OpenCode 1 655 tok
juanfran/tapiz Tapiz is a web-based collaborative board designed to assist teams with their online meetin 24 Claude Code, Codex, OpenCode 2 496 tok
KeeperHub/keeperhub keeperhub.com Automate on-chain events and actions reliably and securely. Build Workflows in minutes wit 24 Claude Code, Codex, OpenCode 37 8,574 tok
Insight-Services-APAC/ingenious blog.insight-services-apac.dev General-purpose Gen AI Accelerator developed for Insight APAC projects 24 Claude Code, Codex, GitHub Copilot, OpenCode 41 3,172 tok
dcelisgarza/PortfolioOptimisers.jl dcelisgarza.github.io Portfolio optimisation library for Julia. Over 50 risk measures (CVaR, EVaR, RLVaR, drawdo 24 Claude Code, Codex, GitHub Copilot, OpenCode 16 22,545 tok
kston83/react-ai-template AI-Ready React Template: A feature-based React architecture optimized for AI-assisted deve 23 Claude Code, Codex, GitHub Copilot, OpenCode 4 940 tok
Lets7512/rlm-skill 23 Claude Code, OpenCode 3
aictx/memory memory.aictx.dev 23 Claude Code, Codex, OpenCode 2 1,324 tok
GNHua/oneclaw gnhua.github.io 23 Claude Code, Codex, OpenCode 3 2,940 tok
TilelliLab/Tilelli-llm 23 Codex, OpenCode 1 2,716 tok
zonlabs/mcp-ts docs.linkos.in An MCP client library for building conversational AI applications with dynamic tool discov 23 Codex, OpenCode 1 1,686 tok
lucascherzer/iron iron - P2P mesh network based on iroh 23 Codex, GitHub Copilot, OpenCode 2 1,153 tok
zake-cn/codex_lead_cc Let Codex act as the leader, directing Claude Code powered by DeepSeek, to save my precari 23 Codex, OpenCode 1 871 tok
AbdelrahmanHafez/claude-code-plus Enhancements for Claude Code CLI: smart piped command auto-approval, shell config fix, and 23 Claude Code, Codex, OpenCode 2 19 tok
0xMulight/human-social-copy Writes AI/tools/crypto content as human-style Chinese social media copy. For tweets, X pos 23 Claude Code, Codex, Gemini CLI, OpenCode 3 3,134 tok
nociza/cuti Container and workplace isolation for Claude Code and OpenClaw. Safely skip all permission 23 Claude Code, Codex, OpenCode 8 720 tok
sgx-labs/statelessagent statelessagent.com Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, si 23 Claude Code, Codex, OpenCode 3 2,094 tok
chocks/locode locodecli.com Local-first AI coding CLI. Routes simple tasks to a local LLM (Ollama), complex tasks to C 23 Claude Code, Codex, OpenCode 2 2,543 tok
xuanhieu2611/build-your-own-agents-skill Build AI agents using the same architecture patterns as Claude Code. Skill + 6 examples + 23 Codex, OpenCode 1 372 tok
kiyeonjeon21/reframe docs.reframe-video.com Declarative motion graphics AI can write, humans can tweak — edits survive AI regeneration 23 Claude Code, Codex, OpenCode 6 10,087 tok
beycom/onetool-mcp onetool.beycom.online 🧿 One MCP for developers - no tool tax, no context rot. 100+ tools including Brave, Googl 23 Codex, OpenCode 1 795 tok
signalridge/slipway signalridge.github.io User-invoked soft autopilot for recoverable, issue-driven AI coding workflows 23 Claude Code, Codex, OpenCode 2 571 tok
Galbaz1/video-research-mcp Give Claude Code 51 research, analysis & media production tools with one command. Video an 23 Claude Code, Codex, OpenCode 2 6,701 tok
yinguangyao/coding-agent-runner ACP-friendly Node.js SDK for local coding agents: run Codex, Claude Code, Cursor, OpenCode 23 Codex, OpenCode 1 864 tok
codeworksh/codework codework.sh AI agent toolkit for coding agents, unified LLM APIs, agentic workflows, tool harness and 23 Claude Code, Codex, OpenCode 2 1,984 tok
botingw/langgraph-dev-navigator An opinionated development framework for building production-ready AI agents with LangGrap 23 Codex, OpenCode 1 242 tok
djtelicloud/grok-mcp-server grokmcp.org Local-first Grok MCP server & gateway. One shared Grok agent for Cursor, Claude Code, VS C 23 Codex, OpenCode 1 525 tok
sirmews/claude-hook-advisor Suggest alternatives based on matching keywords so Claude stops doing dumb things. 23 Codex, Gemini CLI, OpenCode 2 1,609 tok
kesslerio/vibe-check-mcp Stop AI coding disasters before they cost you weeks. Real-time anti-pattern detection for 23 Claude Code, Codex, Gemini CLI, OpenCode 3 2,605 tok
Ibnuard/meow-agent ibnuard.github.io Meow Agent is an AI companion for Android that can think, plan, and act through registered 23 Codex, OpenCode 1 2,745 tok
pimenov/codex-first-skills-pack Public engineering skills package for Codex 23 Codex, OpenCode 1 260 tok
0p9b/TLDR 0p9b.github.io Verdict-first output for AI coding agents. Tiny prompt + installer for Claude Code, Codex, 23 Claude Code, Codex, Gemini CLI, OpenCode 3 2,094 tok
colchuck-ai/ai-resource-manager Package manager for AI rules and prompts with semantic versioning and automatic distributi 23 Codex, OpenCode 1 1,809 tok
Mrbaeksang/korea-stock-analyzer-mcp Remote MCP server for Korean stock analysis — real DART filings, KRX quotes, conservative 23 Codex, OpenCode 1 736 tok
morluto/leantoken Code intelligence for agents: find the code that matters and keep your context window and 23 Codex, OpenCode 2 488 tok
EvolvingLMMs-Lab/engram Privacy-first AI memory layer - Signal for AI Memory. E2EE, local-first, works with Claude 23 Codex, OpenCode 1 463 tok
temiroff/Blacknode The visual compute platform for AI and robotics — connecting agents, GPU workloads, simula 23 Codex, OpenCode 3 1,885 tok
houarnu166/skillful-agent-system-builder Skillful Agent System Builder helps you create custom AI agent teams without writing compl 23 Claude Code, Codex, OpenCode 19 12,303 tok
NeoLabs-Systems/NeoAgent neolabs-systems.github.io Self-hosted AI agent for automation, messaging, tools, integrations, and device control. 23 Claude Code, Codex, OpenCode 2 96 tok