How real projects configure their agents

23,733 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
nfsarch33/pdf-mcp-server Local-first CLI + MCP server for everything PDF: form fill, OCR, redaction, signatures, ta 15 Codex, OpenCode 1 624 tok
777genius/universal-agent-plugins universal-agent-plugins.com Multi-agent CLI to install, update, repair, and remove Agent Plugins 1.0 and Agent Skills 15 Claude Code, Codex, Gemini CLI, OpenCode 3 1,767 tok
SolarLLM/human-proofreader-mcp human-proofreader-mcp.toy.x.upstage.ai An MCP server that proofreads Korean manuscripts as if edited by a human editor — Upstage 15 Claude Code, Codex, OpenCode 2 159 tok
Novadiem-Studio/bureau thebureau.dev Multi-agent engineering with cold review, artifact validation and resumable run state. 15 Claude Code, Codex, OpenCode 2 6,409 tok
kaelig/state-of-ai-in-design-systems state-of-ai-in-design-systems.netlify.app A field survey of how 20 open-source design systems make themselves AI-friendly: MCP serve 15 Claude Code, Codex, OpenCode 10 5,437 tok
tonydzi/second-brain-starter-kit A second brain for Claude Code and Codex that keeps receipts, following Karpathy's LLM Wik 15 Codex, OpenCode 1 1,103 tok
JTCHE/houdini-mcp Connect AI agents to SideFX Houdini, with full documentation and screenshot support. 15 Claude Code, Codex, OpenCode 2 502 tok
tao3k/xiuxian-artisan-workshop WIP-designed to bridge the gap between human intent and machine execution. 15 Claude Code, Codex, Gemini CLI, OpenCode 5 6,814 tok
stellar-experimental/stellar-raven raven.stellar.org Stellar MCP server for AI agents: one authenticated gateway to official docs, live ecosyst 15 Claude Code, Codex, OpenCode 10 2,561 tok
marek-burza/shrubbery 15 Claude Code, Codex, OpenCode 13 4 tok
brayandiazc/project-starter-template-es-ai Plantilla lista para IA para iniciar cualquier proyecto: base de documentación profesional 15 Claude Code, Codex, OpenCode 29 2,051 tok
craigk5n/gtimer k5n.us GTimer is a GTK application for timing how you spend your time among various projects and 15 Claude Code, Codex, Gemini CLI, OpenCode 3 3,343 tok
prolific-oss/cli 🔬 A CLI for managing and automating workflows on the Prolific platform 15 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,704 tok
hoangsonww/DevVerse-SWE-Blog devverse-swe.vercel.app 🪐 DevVerse CS Blog – A modern, high-performance blog app built with Next.js, Vercel, Supa 15 Claude Code, Codex, GitHub Copilot, OpenCode 17 3,839 tok
Resonant-Jones/Codexify Local First AI Operating System with Longterm Memory, MultiAgent Orchestration, Persona Sw 15 Claude Code, Codex, Gemini CLI, OpenCode 6 4,685 tok
zsviczian/ea-script-template A template project for creating Obsidian ExcalidrawAutomate scripts 15 Claude Code, Codex, GitHub Copilot, OpenCode 3 117 tok
stevessr/bug-v3 microsoftedge.microsoft.com An emoji plugin with many bugs, mainly tested on Linux. It should work with most Discourse 15 Claude Code, Codex, OpenCode 38 6,081 tok
abicheck/abicheck abicheck.github.io API/ABI checker: castxml-based header dumper + Python checker + LLVM/GCC support 14 Claude Code, Codex, GitHub Copilot, OpenCode 15 5,667 tok
sintaxasn/Fluence.Wpf fluencewpf.com Fluence.Wpf is a modern theming and control library based on WinUI 3, but for WPF on .NET 14 Claude Code, Codex, GitHub Copilot, OpenCode 12 2,958 tok
contextgo/contextgo 14 Claude Code, Codex, OpenCode 11 3,168 tok
stufently/aviasales-mcp stufently.github.io MCP server for flight price search via the Aviasales / Travelpayouts Data API. 13 read-onl 14 Codex, OpenCode 1 1,915 tok
OutlineDriven/odin-codex-plugin outlinedriven.github.io Outline-Driven Development for Codex CLI - methodology + skills + agents for OpenAI Codex 14 Codex, OpenCode 1 10,608 tok
omril321/automated-notebooklm Automation around NotebookLM, with a monday.com board integration 14 Claude Code, Codex, OpenCode 4 1,424 tok
chengkj99/kj-skills 14 Claude Code, Codex, OpenCode 7 1,368 tok
SoulKyu/openwiki-cc Auto-generate and maintain a documentation wiki for any repo — native Claude Code plugin ( 14 Claude Code, Codex, OpenCode 3 91 tok
Cynrath/agent-context-kit cynrath.github.io Offline-first toolkit for agent-ready repositories: readiness scoring, instruction graphs, 14 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,051 tok
ZethRise/ReadyDesign-Skill Ready to use design system for cool UI/UX with no extra slop 14 Claude Code, Codex, OpenCode 2 184 tok
t1/tdder A Claude Code plugin that guides AI agents through disciplined Test-Driven Development and 14 Claude Code, Codex, OpenCode 3 1,132 tok
MartinPuli/createAnApp Evidence-gated AI agent skills for shipping Apple apps from idea validation to App Store l 14 Codex, OpenCode 1 291 tok
forsvn-labs/meta-skills Turn your coding agent into a full product team — composable skills across research, marke 14 Claude Code, Codex, OpenCode 2 341 tok
quan0715/open-press open-press.dev AI-first fixed-layout document workspaces. Your AI agent writes proposals, whitepapers, th 14 Claude Code, Codex, OpenCode 2 3,542 tok
krutikJain/android-agent-skills Android skills repository for Kotlin, Compose, XML, testing, CI, release work, and legacy 14 Codex, OpenCode 1 1,437 tok
isak102/neowright Like Playwright, but for Neovim 14 Codex, OpenCode 1 146 tok
ibrahimhajjaj/wu-cli WhatsApp CLI tool — like gh is to GitHub, wu is to WhatsApp 14 Codex, OpenCode 1 1,280 tok
pipulate/pipulate pipulate.com Local First AI SEO Software on Nix, FastHTML & HTMX 14 Claude Code, Codex, OpenCode 7 1,039 tok
openSUSE/mcp-bugzilla pypi.org Bugzilla Model context protocol (MCP) Server 14 Codex, OpenCode 1 844 tok
peacprotocol/peac peacprotocol.org Portable signed records for automated interactions. 14 Codex, OpenCode 1 1,269 tok
freema/mcp-jira-stdio MCP server for Jira integration with stdio transport. Issue management, project tracking, 14 Claude Code, Codex, OpenCode 5 887 tok
clowlove/Hermes-House clowlove.github.io 🤖 Self-Evolving Multi-Agent AI System | 116+ Skills | TrendRadar · Reviewer | Learn, Buil 14 Codex, OpenCode 1 641 tok
agentailor/create-mcp-server agentailor.com Scaffold production-ready MCP servers in seconds 14 Codex, OpenCode 1 6,323 tok
emiliomartucci/marvis The Company Brain your agents install — use your coding agent to run projects and coordina 14 Claude Code, Codex, OpenCode 2 199 tok
asta-nguyen/kamehadb kamehadb.astalife.co KamehaDB is a cross-platform database GUI - AI. Support query via human language 14 Claude Code, Codex, OpenCode 17 6,150 tok
joslat/maf-doctor AI-powered toolkit for Microsoft Agent Framework (MAF) migrations — agents, skills, MCP se 14 Claude Code, Codex, GitHub Copilot, OpenCode 6 7,410 tok
Tideshift-Labs/Fathom A Rider Plugin for improving UE5 C++ development for your LLM agent of choice 14 Codex, OpenCode 1 683 tok
tmdgusya/gemini-swarm 14 Codex, Gemini CLI, OpenCode 2 2,567 tok
seanyao/roll seanyao.github.io Autonomous software delivery with AI agents — your BACKLOG runs itself, guided by encoded 14 Claude Code, Codex, OpenCode 3 1,862 tok
forsonny/Codex-OS ko-fi.com Codex CLI development framework that transforms product ideas into production-ready softwa 14 Codex, OpenCode 1 680 tok
daeryundf2-prog/LAZYANTIGRAVITY Open-source agent orchestration framework providing deterministic multi-agent workflows, A 14 Codex, OpenCode 1 2,162 tok
yuxaoxao/dot-ai 14 Claude Code, Codex, OpenCode 2 109 tok
vichhka-git/renef-skills Agent Skill for operating renef.io — Android ARM64 dynamic instrumentation: hook native/Ja 14 Codex, OpenCode 1 561 tok