How real projects configure their agents

43,547 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
VikashLoomba/copilot-mcp discord.gg A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with Gi 505 Claude Code, Codex, OpenCode 2 4,006 tok
solana-foundation/solana-com solana.com The solana.com website. 505 Claude Code, Codex, OpenCode 2 2,679 tok
iusztinpaul/designing-real-world-ai-agents-workshop academy.towardsai.net Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research Agent + Writ 505 Claude Code, Codex, OpenCode 24 843 tok
avibe-bot/avibe avibe.bot The local-first Agent OS — your AI partner lives on your own machine. Drive the official C 505 Claude Code, Codex, OpenCode 4 4,201 tok
ianlkl11234s/mini-taiwan-pulse 505 Claude Code, Codex, OpenCode 16 2,176 tok
leonardomso/rust-skills A collection of 265 rules across 26 categories that AI coding agents can use to write id 505 Claude Code, Codex, OpenCode 2 6 tok
epam/ai-dial-chat chat.dialx.ai A default UI for AI DIAL 504 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 50 4,341 tok
pilinux/gorest Go RESTful API starter kit with Gin, JWT, GORM (MySQL, PostgreSQL, SQLite), Redis, Mongo, 504 Claude Code, Codex, OpenCode 2 6,273 tok
schlarpc/re-shell Nix-powered agentic reverse engineering environment 504 Claude Code 4 6,275 tok
1mcp-app/agent docs.1mcp.app A unified Model Context Protocol server implementation that aggregates multiple MCP server 503 Claude Code 1 1,557 tok
PV-Bhat/vibe-check-mcp-server pruthvibhat.com Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vi 502 Codex, OpenCode 1 420 tok
kwakseongjae/oh-my-design oh-my-design.kr Give your AI coding agent a design system. One command installs 400+ quality-graded compan 502 Claude Code, Codex, OpenCode 66 2,716 tok
caura-ai/caura caura.ai Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi- 501 Claude Code 2
istvan-ujjmeszaros/touchspin Touch-friendly numeric spinner for React, Tailwind, and vanilla JavaScript 501 Claude Code, Codex, OpenCode 3 3,373 tok
Piebald-AI/gemini-cli-desktop Web/desktop UI for Gemini CLI/Qwen Code. Manage projects, switch between tools, search ac 501 Claude Code, Codex, OpenCode 2 8,634 tok
agulli/atlas-agents 501 Claude Code 1
clawdotnet/openclaw.net agentqi.dev Self-hosted Personal AI + agent runtime in .NET (NativeAOT-friendly) 501 Claude Code, Codex, GitHub Copilot 2 205 tok
freee/freee-mcp freee.co.jp Model Context Protocol (MCP) server for freee API integration 500 Claude Code 4 3,117 tok
Kohaku-Lab/KohakuTerrarium terrarium.kohaku-lab.org KohakuTerrarium is a general-purpose AI agent framework and batteries-included app for bui 500 Claude Code, Codex, OpenCode 2 17,134 tok
blacktwist/social-media-skills blacktwist.app AI agent skills for social media content strategy, creation, and analysis across text-firs 500 Claude Code, Codex, OpenCode 1 815 tok
dickwu/apple-design-skill Cross-platform UI/UX design reviewer based on Apple HIG. Works with Flutter, Tauri, Electr 500 Codex, Cursor, OpenCode 2 1,616 tok
trailofbits/skills-curated Curated, community-vetted Claude Code plugin marketplace 499 Claude Code 1 2,040 tok
JungHoonGhae/tossinvest-cli tossinvest-cli.vercel.app A tool for using Toss Securities with AI agents and in the terminal. Through a CLI and MCP 499 Codex, OpenCode 1 3,787 tok
rohunvora/just-fucking-cancel cancel-stuff.vercel.app claude code cancels your subscriptions for you 498 Claude Code 1
me2resh/apexyard apexyard.ai Your AI engineering org, governed. Ship agent-built code safely to production. 498 Claude Code, Codex, OpenCode 7 12,305 tok
deonmenezes/mantishack mantishack.com Mantis Hack 498 Codex, OpenCode 25 5,183 tok
microsoft/DebugMCP Gift your VS Code agent a real debugger: breakpoints, stepping, inspection. 498 Codex, OpenCode 1 970 tok
posit-dev/skills A collection of Claude Skills from Posit 498 Claude Code 1 856 tok
intelligencedev/manifold intelligence.dev Manifold is an experimental platform for enabling long horizon workflow automation using t 497 Claude Code, Codex, OpenCode 2 4,630 tok
ecomfe/tempad-dev tempad.dev Open handoff tooling for Figma 497 Codex, OpenCode 1 1,081 tok
TanStack/devtools tanstack.com 🤖 Framework-agnostic devtools panel for handling TanStack libraries devtools and your cus 497 Codex, OpenCode 1 92 tok
Hainrixz/the-architect tododeia.com A Claude Code plugin that interviews you, designs the whole architecture, and writes a sel 497 Claude Code 1 2,704 tok
Yuzzyuk/marketing-os An entire marketing department as one Claude skill. 14 modules: audits scored 0-100, an 18 497 Codex, OpenCode 1 817 tok
nishimoto265/Claude-Code-Communication 496 Claude Code 1 163 tok
ankitvgupta/exo exo.email Claude Code for your Inbox 496 Claude Code 8 7,393 tok
AThevon/TokenEater tokeneater.athevon.dev Native macOS app to monitor Claude AI usage limits and watch your coding sessions live 496 Claude Code, Codex, OpenCode 2 5,832 tok
Gnosil/semantix semantix.ensureok.ai semantic agent kernel which make agent efficient and self-evolve 496 Claude Code 1 561 tok
gershwin-desktop/gershwin-desktop Desktop Environment based on GNUstep welcoming to switchers 495 Claude Code 1
papercomputeco/stereOS stereos.ai A Linux based operating system hardened and purpose built for AI agents 495 Codex, OpenCode 1 884 tok
hanlulong/stata-mcp openecon.ai Stata MCP Extension for VS Code, Cursor, and Antigravity IDE 495 Claude Code 1 475 tok
erikdarlingdata/PerformanceMonitor erikdarling.com Free, open-source SQL Server and Postgres performance monitoring. Collectors, real-time al 494 Claude Code 3
OpenGeometry-io/OpenGeometry opengeometry.io powerful cad kernel for web 494 Claude Code, Codex, GitHub Copilot, OpenCode 5 4,904 tok
fabio-rovai/open-ontologies gov.tesseract.academy AI-native ontology engine: a Rust MCP server with tools for building, validating, querying 494 Claude Code 1 5,348 tok
croffasia/itsaplan itsaplan.dev Open-source, self-hosted alternative to Linear and Plane. Project management and issue tra 494 Claude Code, Codex, OpenCode 4 4,486 tok
mapequation/infomap mapequation.org Multi-level network clustering based on the Map Equation 493 Codex, OpenCode 1 3,366 tok
partcad/partcad partcad.org Package manager for things. Start designing modular hardware! PartCAD is the standard for 493 Claude Code, Codex, Cursor, OpenCode 22 11,011 tok
temm1e-labs/temm1e temm1e.com One of the ground zero for AGI, maybe, probably. Free and Open Source forever and ever! 493 Claude Code 1 2,378 tok
UNLINEARITY/CLI-WeChat-Bridge unlinearity.github.io Integrate AI command-line tools into WeChat ClawBot / WeCom bots in the most native way. C 492 Codex, OpenCode 1 3,061 tok
ndycode/codex-multi-auth npmjs.com Codex CLI multi-account OAuth manager with account switching, health checks, runtime rotat 492 Codex, OpenCode 1 2,766 tok
rome-os/rome romeos.cc A compounding agent OS for recursive agents. Also an open source alternative to Grok Bot a 492 Claude Code, Codex, OpenCode 14 1,236 tok