How real projects configure their agents

23,702 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
zenml-io/mcp-zenml zenml.io MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and 49 Claude Code, Codex, OpenCode 2 9,849 tok
LemurPwned/cmtj lemurpwned.github.io Simulate multilayer magnetic structures in Python and C++ 49 Codex, OpenCode 1 1,591 tok
instana/instana-agent-operator ibm.com A Kubernetes operator to install and manage the Instana agent. 49 Codex, OpenCode 1 1,381 tok
buiphucminhtam/forgewright Adaptive AI Orchestrator — 52 skills, 19 modes. SaaS, game dev, XR, AI/ML. Pipeline: DEFIN 49 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 19 18,892 tok
maioio/genesis-architect maioio.github.io Research-first architecture engine for Python, TS, Go and Rust. Mines GitHub Issues for re 49 Claude Code, Codex, OpenCode 4 2,151 tok
zhouda1fu/Ncp.Admin ncp 49 Claude Code, Codex, Cursor, OpenCode 9 1,172 tok
Tai-Wei/codex-516-fix 49 Codex, OpenCode 1 301 tok
FreemapSlovakia/freemap-v3-react freemap.sk Freemap Slovakia web application (www.freemap.sk) 49 Claude Code, Codex, OpenCode 3 6,580 tok
Arcanyx-org/NiXium Open-Source Infrastructure as Code Management Solution for Multiple Systems designed to be 49 Codex, OpenCode 1 10,927 tok
maragudk/skills Skills for AI agents. 49 Codex, OpenCode 1 440 tok
Aaryan-Kapoor/Surface A two-way interaction primitive for AI agents. Your agent renders live UI onto any screen 49 Codex, OpenCode 1 1,440 tok
alp82/aistack aistack.to Like Stackshare but for AI 49 Claude Code, Codex, OpenCode 3 5,731 tok
steel-dev/leaderboard leaderboard.steel.dev Open leaderboard for browser agents 49 Claude Code, Codex, OpenCode 3 630 tok
woai3c/x-code-cli Open-source, model-agnostic coding agent CLI with subagents, skills, MCP, and plugins. 49 Codex, OpenCode 1 1,995 tok
robinebers/skills A selection of personal Cursor agents/commands/rules/skills that I use for my work. 49 Codex, OpenCode 1 1,356 tok
Verified-zkEVM/CompPoly Computable Polynomials in Lean. 49 Claude Code, Codex, OpenCode 2 2,758 tok
niksacdev/engineering-team-agents These are agent templates that can be used by teams to adopt a developer agent workflow fo 49 Codex, OpenCode 1 1,196 tok
SigNoz/signoz.io signoz.io SigNoz Website 49 Claude Code, Codex, OpenCode 14 1,001 tok
swiftwasm/Swift-Wasm-Agent-Skill A collection of Agent Skills designed to help AI coding agents build and maintain Swift ap 49 Codex, OpenCode 1 531 tok
jezweb/vite-flare-starter Cloudflare native, ai sdk v6 agent workspace ready to use with better auth and all of the 49 Claude Code, Codex, OpenCode 2 2,170 tok
Reedtrullz/Vifty Native macOS menu-bar fan control and charger-power monitor for Apple Silicon MacBook Pros 49 Codex, OpenCode 1 10,691 tok
grafana/oats grafana.com OpenTelemetry Acceptance Tests (OATs), or OATs for short, is a test framework for OpenTele 49 Claude Code, Codex, OpenCode 2 901 tok
orbiteus/orbiteus orbiteus.com 🔘 Full-Stack Development Framework for AI Agents. Build custom ERP, CRM & Business Tools 49 Codex, OpenCode 1 642 tok
spencermarx/obsidian-ai Bring your own AI environment to Obsidian. For note/doc creation, refinement, search, orga 49 Claude Code, Codex, OpenCode 2 1,328 tok
CES-Ltd/TitanX Enterprise AI Agent Orchestration Platform — Secure, Observable, Configurable. Multi-agent 49 Claude Code, Codex, OpenCode 13 1,685 tok
CliMA/ClimaCoupler.jl clima.github.io ClimaCoupler: bringing atmosphere, land, and ocean together 49 Codex, OpenCode 1 336 tok
zauberzeug/odrive-gui GUI to configure the ODrive Motor Controller 49 Claude Code, Codex, OpenCode 2 832 tok
DiegoGuidaF/PulseWeaver Self-hosted forward-auth sidecar that gates your services by request IP + host — give fami 49 Claude Code, Codex, OpenCode 2 1,431 tok
hachej/boring-ui Build agent-powered apps without reinventing the shell. 49 Codex, OpenCode 1 1,716 tok
rjmurillo/ai-agents Open source multi agent toolkit for Claude Code and GitHub Copilot CLI: 30 agents, plan to 49 Claude Code, Codex, GitHub Copilot, OpenCode 41 14,879 tok
renderpci/dedalo dedalo.dev Dédalo: Cultural Heritage & Oral History Management System 49 Claude Code, Codex, OpenCode 19 5,523 tok
realactivity/tula Tula is an open-source collection of OpenClaw skills, configurations, and patterns designe 49 Claude Code, Codex, OpenCode 2 2,720 tok
patriceckhart/hrdx hrdx.dev Yet another minimal and lightweight terminal multiplexer built for the agent era. 49 Codex, OpenCode 1 2,474 tok
gracefullight/stock-checker Fetches multiple tickers’ stock data, calculates key indicators, and auto-generates daily 49 Claude Code, Codex, Gemini CLI, OpenCode 8 4,061 tok
vitoworleone/claude-code-handbook A hands-on knowledge base and Agent Runtime workshop for taking Claude Code from 'knowing 49 Codex, OpenCode 1 2,147 tok
rygel/AIUsageTracker Token usage tracker for (not only) OpenCode 49 Claude Code, Codex, OpenCode 5 14,417 tok
idoru/influxdb-mcp-server An MCP Server for querying InfluxDB 49 Claude Code, Codex, OpenCode 2 1,612 tok
runpod/runpod-plugins-official docs.runpod.io Official Runpod plugin for AI coding agents. Skills plus the hosted Runpod MCP server for 49 Claude Code, Codex, OpenCode 2 4,407 tok
777genius/social-monitor social-monitor.app Tired of scrolling through hundreds of near-identical posts across every social network ju 49 Claude Code, Codex, OpenCode 6 2,800 tok
Wuxb02/assist-agent Multi-Agent & GraphRAG intelligent customer service system 49 Codex, OpenCode 1 1,684 tok
zjw49246/CC-Manager 49 Codex, OpenCode 1 4 tok
Epochal-dev/open-notebook-mcp MCP server for an Open Source implementation of Notebook LM: Open Notebook 49 Codex, OpenCode 1 3,133 tok
niqibiao/unity-cli-skill 0 config AI agent skill for Unity — AI-driven unity control, automate workflow. For UnityE 49 Claude Code, Codex, OpenCode 2 2,181 tok
abuiles/codex-whatsapp-relay Put Codex in your WhatsApp with QR auth, MCP tools, and optional phone-based control. 49 Codex, OpenCode 1 555 tok
call518/MCP-OpenStack-Ops deepwiki.com 90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by d 49 Codex, GitHub Copilot, OpenCode 2 2,062 tok
antonbabenko/agent-plugins A collection of agent plugins for improving productivity, automating workflows, and making 49 Claude Code, Codex, OpenCode 2 3,472 tok
SpillwaveSolutions/automating-mac-apps-plugin Agents, Skills and Commands for automating Keynote, Notes, Reminders, Numbers and more usi 49 Claude Code, Codex, OpenCode 2 225 tok
huggingface/hf-discover Agentic Resource Discovery Client/Server 49 Codex, OpenCode 1 254 tok
swarm-ai-research/swarm swarm-ai.org SWARM: System-Wide Assessment of Risk in Multi-agent systems 49 Claude Code, Codex, OpenCode 80 7,994 tok
sou350121/VLA-expert-skill VLA Expert Skill turns your AI coding assistant into a VLA domain expert with one click. I 49 Codex, OpenCode 1 243 tok