How real projects configure their agents

32,505 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
everettjf/liney liney.dev Liney is a native macOS terminal workspace built with AppKit, SwiftUI, and Ghostty, design 150 Claude Code, Codex, OpenCode 2 1,592 tok
mraza007/echovault Local-first memory for coding agents. Decisions, bugs, and context stored as Markdown, ind 150 Claude Code, Codex, OpenCode 3 411 tok
calf-ai/calfkit-sdk 🐮 Build distributed, event-driven agents 150 Claude Code, Codex 7 —
ruanrongman/IntelliConnect ruanrongman.github.io Backend service for xiaozhi-esp32 | A Powerful AI agent IoT platform core. 150 Claude Code, Codex, OpenCode 3 2,594 tok
guia-matthieu/clawfu-skills clawfu.com 172 expert marketing skills for AI agents — ClawFu MCP Server 150 Claude Code 1 2,660 tok
colossus-lab/openarg_backend AI-powered analysis engine for Argentine government open data. Multi-agent pipeline (Lan 150 Claude Code 7 5,787 tok
disler/planf3 Plans For Fable 5 150 Claude Code 1 —
RapidAI/MaClaw maclaw.top A next-generation enterprise and self-evolving intelligent agent platform (GUI/TUI/Service 150 Claude Code, Codex, Kiro 4 4,036 tok
rookedsysc/kanvibe kanvibe.rookedsysc.com Keyboard-first desktop Kanban workspace for AI coding agents with embedded terminals, git 150 Claude Code 2 1,659 tok
kbrdn1/gwm-cli gwm.kbrdn.dev Git worktree manager for the terminal: CLI + TUI in Rust. Creates the worktree, runs your 150 Claude Code, Codex, OpenCode 2 4,714 tok
gaopengbin/cesium-mcp gaopengbin.github.io Protocol-agnostic CesiumJS AI control runtime for MCP, WebMCP, function calling, and brows 150 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,366 tok
AetherCore-Dev/relay-radar aethercore-dev.github.io AI relay quality monitoring · model verification · Token cost optimization — RelayRadar 150 Claude Code 1 993 tok
vigolium/piolium vigolium.com A Pi-native extension for thorough, agentic security audits 150 Claude Code, Codex, OpenCode 2 2,513 tok
dinglebear-ai/unraid Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports syst 150 Claude Code, Codex, Gemini CLI, OpenCode 4 1,351 tok
HexSleeves/tailscale-mcp server that provides seamless integration with Tailscale's CLI commands and REST API, enab 150 Claude Code, Codex, OpenCode 2 1,298 tok
Ovid/paad curtispoe.org The practices that made software work didn't stop working. They stopped keeping up. PAAD b 150 Claude Code 3 6,473 tok
pstrzalk/mcp-on-rails A Rails application template for bootstrapping Rails + MCP applications 150 Claude Code 1 1,930 tok
6Kmfi6HP/opencode2api OpenCode zen/go to OpenAI Codex/Anthropic Claude Code API proxy 150 Claude Code, Codex, OpenCode 2 689 tok
gug007/lpm lpm.cx Start, stop, and duplicate dev projects with one click. The best workspace for running Cla 149 Claude Code, Codex, OpenCode 15 1,433 tok
nkmr-jp/prompt-line Prompt Line is a macOS app developed to improve the prompt input experience in the termina 149 Claude Code 1 4,504 tok
tacticlaunch/mcp-linear MCP server that enables AI assistants to interact with Linear project management system th 149 Claude Code, Codex, GitHub Copilot, OpenCode 16 1,420 tok
digitalocean/sea-notes-saas-starter-kit A production-ready Next.js SaaS notes starter kit on DigitalOcean App Platform — includes 149 Claude Code 1 829 tok
undeadlist/claude-code-agents Claude Code Agents Prompt templates for Claude Code's subagent system. Run parallel code a 149 Claude Code 1 1,462 tok
roychri/mcp-server-asana 149 Claude Code 1 1,435 tok
Hermsi1337/docker-ark-server hub.docker.com Dockerize your ARK server - configurable via env 149 Claude Code, Codex, OpenCode 2 3,256 tok
GGPrompts/TabzChrome Chrome extension for managing tmux sessions in a persistent sidebar 149 Claude Code, Codex, OpenCode 11 2,551 tok
imbenrabi/Financial-Modeling-Prep-MCP-Server A Model Context Protocol (MCP) implementation for Financial Modeling Prep, enabling AI ass 149 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,558 tok
swaroop2004/Proven-Viral-Content-System Research, brainstorm, and generate viral video content for Instagram, YouTube, X, and TikT 149 Claude Code, Codex, OpenCode 10 779 tok
GeekatplayStudio/Image-Express 149 Claude Code, Codex, OpenCode 2 159 tok
jolliai/jolliai jolli.ai Jolli Memory automatically turns your AI coding sessions into structured development docum 149 Claude Code, Codex, OpenCode 2 25,790 tok
herald-email/herald-mail-app Herald is a terminal email client and inbox cleanup tool with IMAP, AI-assisted triage, MC 149 Claude Code, Codex, OpenCode 8 10,502 tok
dsm5e/aso-tracker Self-hosted open-source App Store toolkit for indie iOS devs — keyword tracking, AI screen 149 Claude Code 1 —
flornkm/shadow-plugin shadow.floriankiem.com A Tailwind plugin to create beautiful shadows and elevated surfaces. 149 Claude Code, Codex, OpenCode 2 524 tok
flonat/flonat-research Shareable Claude Code + Codex infrastructure for PhD researchers — skills, agents, hooks, 149 Claude Code, Codex, OpenCode 8 83 tok
coleam00/ai-transformation-workshop Workshop materials and demo app for 'Principles of Agentic Engineering' by Cole Medin — th 149 Claude Code 18 2,729 tok
kirilxd/claude-tutor Turn Claude Code into your personal tutor — personalized learning plans, adaptive quizzes, 149 Claude Code 1 1,046 tok
AgriciDaniel/seo-os SEO Office is a local-first SEO agency operating system. claw3d UI + claude-seo specialist 149 Claude Code, Codex, OpenCode 3 1,142 tok
codefuturist/email-mcp Email MCP server with full IMAP + SMTP support — read, search, send, manage, and organize 149 Claude Code 1 954 tok
Houseofmvps/claude-rank npmjs.com Claude Code plugin that tells you why your site won't get cited by AI — and fixes the disc 149 Claude Code 1 754 tok
wlsdks/ontology-atlas ontologyatlas.com Understand what your codebase builds, why it is structured that way, and what a change cou 149 Claude Code, Codex, OpenCode 25 2,390 tok
tigrisdata/objgit Git backed by object storage 149 Claude Code, Codex, OpenCode 2 2,049 tok
baruchiro/paperless-mcp An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. Th 149 Claude Code, Codex, OpenCode 2 5,551 tok
HsienW/chat-gun-react-agent 🤖 Full-stack AI agent app built with React, TypeScript and LangGraph JS. Streaming, multi 148 Claude Code, Codex, OpenCode 40 7,994 tok
CodeGuide-dev/codeguide-starter-fullstack codeguide.dev Boilerplate built for AI coding agents, tools, CLI 148 Claude Code 1 621 tok
agentfront/frontmcp frontmcp.dev The TypeScript framework for MCP servers Build MCP tools that share services, validate inp 148 Claude Code, Codex, OpenCode 2 7,207 tok
dbreunig/plumb dbreunig.com A tool for keeping things true. 148 Claude Code 2 300 tok
leisurehuang/Leplayer A polished media player for Apple TV that brings IPTV live TV, cloud drives, and WebDAV/FT 148 Claude Code, Codex, OpenCode 2 4,171 tok
disler/pi-agent-observability 148 Claude Code 6 —
SeardnaSchmid/markdown-inline-editor-vscode VS Code extension · inline markdown · WYSIWYG · GFM · LaTeX · Mermaid · task lists 148 Claude Code, Codex, Cursor, OpenCode 4 3,341 tok
Naituw/AskHuman Human-in-the-loop tool for answering questions from AI agents. 148 Claude Code, Codex, OpenCode 4 1,458 tok