How real projects configure their agents

44,931 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
komunite/tezgah komunite.com.tr Claude Code ile production-ready SaaS kurun — Solopreneur'ler için skill seti 92 Claude Code 1 535 tok
marckrenn/rtfmbro-mcp rtfmbro provides always-up-to-date, version-specific package documentation as context for 92 Claude Code, GitHub Copilot 2 792 tok
clement-tourriere/dbcrust clement-tourriere.github.io Fast psql-style database CLI/workbench for PostgreSQL, MySQL, SQLite, ClickHouse, MongoDB, 92 Claude Code, Codex, OpenCode 3 12,793 tok
lazercaveman/nuxt-starter alisoueidan.com Fully configured Nuxt 4 Starter-Kit (batteries included),AI ready, featuring TypeScript, V 92 Claude Code 1 1,484 tok
OpenSecretCloud/Maple Maple - Private AI Chat 92 Claude Code, Codex, OpenCode 8 3,485 tok
flanliulf/AI-Copyright-Application-Generator An AI-powered system for automatically generating software copyright application materials 92 Claude Code 3 3,785 tok
kcosr/assistant Panel-based personal assistant with a plugin architecture for productivity workflows. AI a 92 Claude Code, Codex, OpenCode 4 531 tok
bookmark/BMAD-METHOD-EXP 92 Claude Code 1 —
StringKe/dotfiles macOS development environment setup: zsh + Ghostty + starship + mise, initialized with one 92 Claude Code 1 3,865 tok
houstudio/cdroid houstudio.github.io CDroid is an open-source, Android-compatible GUI framework built on C++11, designed for cr 92 Claude Code, Codex, OpenCode 2 4,364 tok
PhpCodeArcheology/PhpCodeArcheology phpcodearcheology.github.io PHP static analysis for architecture & maintainability — 60+ metrics, complexity analysis, 92 Claude Code 1 976 tok
automagik-dev/forge automagik.dev The Vibe Coding++™ platform - orchestrate multiple AI agents, experiment with isolated att 92 Claude Code, Codex, OpenCode 14 4,324 tok
clouvet/sprite-mobile A PWA chat UI for accessing Claude Code on a Sprite 92 Claude Code 1 285 tok
Elata-Biosciences/elata-bio-sdk docs.elata.bio Elata SDK is the cross-platform biosignal toolkit for building neurotechnology and remote 92 Codex, OpenCode 1 2,566 tok
LivelyKernel/lively4-core lively-kernel.org A Self-supporting, Web-based Development Environment 92 Claude Code, GitHub Copilot 2 5,250 tok
yogirk/agent-council A skill that convenes a panel of CLI-based AI agents (Claude Code, Codex, Gemini CLI) to d 92 Claude Code 1 744 tok
fancy1108/Clutch fancy1108.github.io Local AI multi-agent orchestration desktop app (Tauri · LangGraph) 92 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,435 tok
Ayueh0102/Ronnier-skill Comprehensive Chinese study notes on color science/colorimetry, packaged as a Claude Code 92 Codex, OpenCode 1 2,042 tok
s0ld13rr/claude-code-backdoor s0ld13r.kz Backdooring Claude Code via hooks in settings.json. Authorized use only! 92 Claude Code 2 —
dbt-labs/dbt-autofix CLI to help users refactor dbt projects by automatically fixing deprecations 92 Claude Code, Codex, OpenCode 2 1,334 tok
compozy/skeeper Version your spec artifacts — PRDs, tech specs, ADRs, AI plans — in a sidecar Git reposito 92 Claude Code, Codex, OpenCode 52 6,580 tok
zby/commonplace The theory of LLM wikis, running as one. A framework for agent-operated knowledge: typed, 92 Claude Code, Codex, OpenCode 4 2,964 tok
semantic-craft/iOS-vibebuddy vibebuddy — Monitor your AI coding agents on your phone: session overview, notifications w 92 Codex, OpenCode 1 850 tok
NetMindAI-Open/NarraNexus A framework for building nexuses of agents -- where intelligence emerges from interaction, 92 Claude Code, Codex, OpenCode 2 8,408 tok
ahmedEid1/lumen Learning platform where a multi-agent builder turns a one-sentence goal into a private cou 92 Claude Code 3 3,121 tok
Innei/SKILL This repository stores personal AI Agent skills in a scalable directory layout. 92 Claude Code, Codex, OpenCode 3 4 tok
veithly/vibeshell Local-first SSH/SFTP workspace for humans and coding agents: visible operations, shared se 92 Claude Code, Codex, OpenCode 3 4,073 tok
takeshy/obsidian-local-llm-hub All-in-one local AI hub for Obsidian — LLM chat with vault tools, MCP servers, RAG, workfl 92 Codex, OpenCode 1 74 tok
marcomoauro/substack-mcp implementing.substack.com A Model Context Protocol (MCP) Server for Substack enabling LLM clients to interact with S 92 Claude Code 1 13,192 tok
hanlulong/openecon-data openecon.ai Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eur 92 Claude Code, Codex, OpenCode 2 5,147 tok
zcag/tela telawiki.com Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents re 92 Claude Code 1 7,681 tok
aravindev/inkscape_mcp MCP server that lets AI agents drive Inkscape — interactively alongside the GUI or headles 92 Claude Code 1 —
TGYD-helige/pi Pluggable extension packages for the Pi AI-agent runtime. Each package exposes LLM-callabl 92 Claude Code, Codex, OpenCode 2 5,544 tok
axcslmd/video-auto-maker 92 Codex, OpenCode 22 18,038 tok
pluginslab/vphone-mcp MCP server for programmatic control of vphone-cli iOS VMs — AI-driven E2E testing 92 Claude Code 1 325 tok
baihejiangnan/deepseek-harness-desktop DeepSeek Harness three-platform-compatible desktop launcher: fully isolated multiple insta 92 Codex, OpenCode 1 7,349 tok
agentcathq/webmcp-react React hooks for exposing your app's functionality as WebMCP tools - transport-agnostic, SS 92 Codex, OpenCode 1 1,694 tok
hyprmcp/mcp-gateway hyprmcp.com MCP OAuth Proxy incl. dynamic client registration (DCR), MCP prompt analytics and MCP fire 92 Claude Code 1 296 tok
microsoft/Agents-for-js This repository is for active development of the Microsoft 365 Agent SDK components for Ja 92 Claude Code, GitHub Copilot 2 4,435 tok
andry-lebedev/neobank-primitives 91 Codex, OpenCode 1 759 tok
gybob/aai-gateway AAI Gateway — Install MCP servers and skills once, share across all your AI agents. One-ti 91 Claude Code 1 1,102 tok
LonelyHerbivore/Trellis-Herbivore Trellis-Meta 91 Claude Code, Codex, Cursor, OpenCode 38 3,579 tok
Vincenius/wwebdev wweb.dev News, Resources and Articles about Web-Development 91 Claude Code 2 1,455 tok
ScaleBrick/founder-marketing-skills scalebrick.com Open-source marketing skills for founders. Keyword research, growth strategy, social searc 91 Claude Code, Codex, OpenCode 2 487 tok
crisogray/claudius claudius.to Agentic Development Environment 91 Claude Code, Codex, OpenCode 3 2,209 tok
gajus/teemux teemux.com Zero-config log multiplexer with built-in MCP server 91 Codex, OpenCode 1 2,191 tok
AperturePlus/augmented-codebase-indexer Semantic level code search/indexer with tree-sitter parsing, Qdrant vector store, and Type 91 Codex, OpenCode 1 1,209 tok
2youg1/sprawling Local multi-agent harness for running persistent agent teams, long-run, society-simulation 91 Claude Code, Codex, OpenCode 2 2,102 tok
d3mocide/Sovereign_Watch Distributed Multi-INT Fusion Center designed for decentralized situational awareness. 91 Claude Code, Codex, Cursor, OpenCode 28 4,475 tok
AndreiDrang/python3-capsolver andreidrang.github.io Python library for Capsolver 91 Codex, OpenCode 1 1,111 tok