How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
ryanczak/rexyMCP 86 Claude Code 1 65 tok
bijutharakan/multi-agent-squad Production-ready multi-agent orchestration framework for Claude Code. Features specialized 86 Claude Code 8 1,041 tok
thematters/matters-web matters.town Implementation of the Matters.Town website 86 Claude Code, Codex, OpenCode 2 893 tok
paleo/alignfirst Companion products for AI-assisted software work. 86 Claude Code, Codex, OpenCode 2 768 tok
andforce/Openclaude 86 Claude Code, Codex, OpenCode 2 3,910 tok
cmblir/Myco 86 Claude Code 1 251 tok
charliehzm/medharness Keep all LLM traffic for medical institutions secure: PHI never leaves the system · models 86 Claude Code, Codex, OpenCode 26 2,783 tok
guyskk/claude-code-config-switcher Switch between multiple Claude Code providers (Kimi, GLM, MiniMax, etc.) with a single com 86 Claude Code 1 1,305 tok
joemckenney/wake Wake records your terminal sessions so Claude Code can see what you've been doing. 86 Claude Code 1 218 tok
Rune-kit/rune Less skills. Deeper connections. A lean, interconnected skill ecosystem for Claude Code. 86 Claude Code 1 3,005 tok
jarredkenny/jmux jmux.build A tmux environment built for running coding agents in parallel — with a persistent sidebar 86 Claude Code 1 24,420 tok
ly1836/spring-ai-rag-demo Production-ready ERP AI assistant based on Spring AI 2.0 with RAG, Tool Calling, chat memo 86 Claude Code, Cursor 25
nealcaren/social-data-analysis Claude Code plugins for quantitative and qualitative sociological research 86 Claude Code 1 3,331 tok
ahmedEid1/lumen lumen.ahmedhobeishy.tech Lumen — learner-owned AI education platform. Tell the AI what you want to learn: it builds 86 Claude Code 2 3,118 tok
AgriciDaniel/flow Find · Leverage · Optimize · Win — an evidence-led SEO playbook for the AI-search era. 72 86 Claude Code 1 972 tok
gyorgysh/keepresso keepresso.com Keep your Mac awake on your terms. A native macOS menu-bar app with condition-based trigge 86 Claude Code 1 1,578 tok
SeloraHomes/ha-selora-ai Your smart assistant to manage and maintain your home. 86 Claude Code 2 32,167 tok
gura105/operational-ontology A minimal, readable reference implementation of the Operational Ontology pattern. Palantir 86 Claude Code, Codex, OpenCode 2 752 tok
pzfreo/build123d-mcp MCP server for build123d to improve AI cognition when creating 3D CAD models 86 Claude Code 2 1,777 tok
neondatabase/ai-rules 86 Claude Code 1 2,942 tok
DheerG/swarms Achieve extraordinary results with claude code across a variety of tasks 85 Claude Code, Codex, OpenCode 3 4,409 tok
Dicklesworthstone/flywheel_connectors Mesh-native protocol and Rust connector library for secure AI agent integration with exter 85 Claude Code, Codex, OpenCode 2 11,320 tok
duongthinh03/portfolio dqt-03.vercel.app Personal portfolio showcasing my projects, skills, and experience as a Fullstack Developer 85 Claude Code 2
scitex-ai/scitex-python scitex.ai Umbrella package for SciTeX — reproducible science from raw data to manuscript 85 Claude Code 1 601 tok
tekugo/zeichenwerk Go console user interface library based on tcell 85 Claude Code, Codex, OpenCode 4 7,156 tok
compozy/skeeper Version your spec artifacts — PRDs, tech specs, ADRs, AI plans — in a sidecar Git reposito 85 Claude Code, Codex, OpenCode 52 6,580 tok
pascalporedda/awesome-claude-code A first attempt of gathering awesome Claude Code hooks in one place, so we can all benefit 85 Claude Code 5 1,041 tok
sentioxyz/sentio-ai-kit A Claude Code plugin with skills for working with the Sentio platform — building blockchai 85 Claude Code 1 1,348 tok
honeymux/honeymux hmx.dev All of your agents, shells, and TUIs in one durable terminal workspace 85 Claude Code, Codex, OpenCode 2 3,532 tok
avivsinai/agent-message-queue File-based message queue for local agent-to-agent communication (Maildir-style) 85 Claude Code, Codex, OpenCode 2 3,827 tok
hmldns/nautex nautex.ai MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pi 85 Claude Code, Codex, OpenCode 2 691 tok
AIDotNet/MoYuCode 85 Claude Code, Codex, OpenCode 2 3,200 tok
hookdeck/webhook-skills Webhook integration skills for AI coding agents (Claude Code, Cursor, Copilot). Step-by-st 85 Claude Code, Codex, OpenCode 1 7,872 tok
NVIDIA/elements nvidia.github.io NVIDIA Design System and UI Agent Harness for AI/ML Factories, Robotics, and Autonomous Ve 85 Claude Code, Codex, OpenCode 31 3,069 tok
Lambenthan/empiricalwiki AI knowledge base for empirical research in economics and management — a complete pipeline 85 Claude Code, Codex, OpenCode 31 4,874 tok
hike-lab/public-data-lens service.datahub.kr MCP-based discovery and judgment layer for Korea’s open data portal—helping AI agents find 85 Claude Code 1 1,694 tok
cesarandreslopez/sidekick-agent-hub cesarandreslopez.github.io See what your AI coding agent is doing. Multi-provider assistant & session monitor for VS 85 Claude Code, Codex, OpenCode 2 8,364 tok
melnikoff-oleg/social-media 85 Claude Code 6 1,196 tok
djayatillake/studybible-mcp Bible study MCP server with Greek/Hebrew lexicons and Fee & Stuart hermeneutics 85 Claude Code 2
zhaji2333/CkSKILLS An SRC vulnerability-hunting Agent skill system based on Claude Code / Codex — system-leve 85 Claude Code, Codex, OpenCode 21 6,495 tok
talirezun/the-curator Your brain, then your team's brain, then your agents' brain. Drop in documents and it comp 85 Claude Code 1 35,270 tok
quran/quran-mcp mcp.quran.ai 85 Claude Code, Codex, Gemini CLI, OpenCode 5 4,674 tok
watt-mind/coach coachwatts.com Your open source AI coach and unified fitness dashboard. 85 Claude Code, Codex, Gemini CLI, OpenCode 19 3,616 tok
mmacpherson/tenforty Python library to compute US federal taxes, and state taxes for some states. 85 Claude Code, Codex, OpenCode 5 2,688 tok
XyzenSun/vibespace vibespace.xyzen.nyc.mn A visual wizard that lets you choose preconfigured Skills, MCP, and Agents based on your d 84 Claude Code 1 887 tok
Stewie-pixel/claude-with-leetcode Daily Leetcode masterclass with Claude code DSA mentor 84 Claude Code 1 827 tok
paulrobello/par_cc_usage Claude Code usage monitor 84 Claude Code 1 714 tok
yxhpy/comfy-prompt-studio AI image-generation web application — Ollama/Gemini prompt enhancement + ComfyUI workflows 84 Claude Code, Codex, OpenCode 2 4,837 tok
cl-ai-project/cl-mcp 84 Claude Code, Codex, OpenCode 5 1,901 tok
barkain/claude-code-workflow-orchestration Claude Code plugin for multi-step workflow orchestration — automatic task decomposition, p 84 Claude Code 1 4,519 tok