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
habedi/omni-lpr A multi-interface (REST and MCP) server for automatic license plate recognition 🚗 26 Codex, OpenCode 1 1,309 tok
oozoofrog/mcp-baepsae MCP server with direct iOS simulator implementation 26 Claude Code, Codex, OpenCode 8 2,280 tok
james2doyle/godot-docs-mcp godot-docs-mcp.j2d.workers.dev A hosted MCP for searching and fetching the Godot docs 26 Codex, OpenCode 1 1,813 tok
universal-mcp/universal-mcp Universal MCP acts as a middle ware for your API applications. It can store your credentia 26 Claude Code, Codex, Gemini CLI, OpenCode 3 683 tok
withLinda/puppeteer-real-browser-mcp-server Provides AI assistants with powerful, detection-resistant browser automation capabilities 26 Claude Code, Codex, OpenCode 2 10,848 tok
hairyf/skills Hairy's curated collection of agent skills. 26 Codex, OpenCode 1 2,469 tok
sgroy10/speclock sgroy10.github.io Action guardrails for AI coding agents — native Claude Code enforcement, MCP integrations, 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 6,035 tok
MachineWisdomAI/fava-trails fava-trails.org 🫛👣 FAVA Trails — Git-native, curated memory for AI agents via MCP. Draft isolation, prom 26 Claude Code, Codex, OpenCode 2 4,669 tok
vlad-ryzhkov/AI-QA-workshop-feb19 youtu.be AI prompts, agents, and anti-patterns for QA — from specification audits to API test gener 26 Claude Code, Codex, GitHub Copilot, OpenCode 21 2,657 tok
transcendr/pi-goals withbryan.work Persistent goal tracking for Pi with durable objectives, goal queues, budgets, reusable pr 26 Codex, OpenCode 1 1,191 tok
allsmog/vuln-scout AI-powered whitebox penetration testing plugin for Claude Code. 9 languages, 22 skills, 7 26 Claude Code, Codex, OpenCode 2 1,307 tok
abdulrbasit/job-hunter Automate your job search — find listings, score fit, tailor your resume, and draft cover l 26 Claude Code, Codex, Gemini CLI, OpenCode 8 1,105 tok
0xMaxMa/claude-gateway 0xmaxma.github.io Turn Claude Code into a voice-enabled, multi-channel assistant that runs tasks in parallel 26 Codex, OpenCode 1 474 tok
GTMify/aigtm AI agent skills for go-to-market and revenue teams — meeting prep, deal strategy, pipeline 26 Claude Code, Codex, OpenCode 2 1,193 tok
Blazity/atlas blazity.com Framework-agnostic AI documentation scaffold — one command gives any repo the shared instr 26 Claude Code, Codex, OpenCode 2 406 tok
nirholas/openbare openbare.xyz Decentralized web proxy network designed for censorship resistance, high availability. Dep 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 854 tok
punt-labs/prfaq Amazon Working Backwards PR/FAQ process — generate well-grounded professional documents fo 26 Claude Code, Codex, OpenCode 3 5,709 tok
nirholas/plugin.delivery plugin.delivery AI plugin marketplace. SDK, gateway & developer tools for building function-calling plugin 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 806 tok
nirholas/Binance-US-MCP A Model Context Protocol (MCP) server for Binance.US API. Provides standardized access to 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 861 tok
nirholas/x402-deploy x402-deploy.modelcontextprotocol.name Turn any API or MCP server into a paid service with x402 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 652 tok
Amsterdam/amsterdam-agent-skills 26 Codex, OpenCode 1 1,097 tok
J-StaR-Films-Studios/VibeCode-Protocol-Suite A comprehensive suite of protocols, meta-prompts, and orchestration tools designed to stre 26 Codex, OpenCode 1 745 tok
kkd927/kmux Terminal workspace for running parallel AI coding agents (Claude Code, Codex CLI, Antigrav 26 Codex, OpenCode 1 324 tok
Huskyauto/VisionClaw-Agent-Public-Release agenticcorporation.net Open-source multi-tenant AI agent workspace · 18 personas · 146 active capabilities · 889 26 Codex, OpenCode 1 3,062 tok
jyjeanne/crustly crates.io A blazingly fast, privacy first (work with local LLMs), memory-efficient terminal-based AI 26 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,137 tok
metalagman/agent-skills Agent Skills. A collection of specialized expertise, workflows, and resources for LLM agen 26 Codex, OpenCode 1 441 tok
ryanlyn/readwise-skill Agent Skill and CLI for Readwise + Reader 26 Claude Code, Codex, OpenCode 2 639 tok
KaminDeng/agent_notifier 26 Claude Code, Codex, OpenCode 2 33 tok
vibesolve/vibesolve vibesolve.ai Convert plain-English problem description into a Timefold solver prototype 26 Claude Code, Codex, OpenCode 2 1,571 tok
qauth-labs/qauth qauth.dev Open-source identity for the agent era: an OAuth 2.1 and OpenID Connect server for apps, M 26 Claude Code, Codex, OpenCode 30 1,944 tok
lensapp/openshell-k8s-operator OpenShell Kubernetes Operator 26 Claude Code, Codex, OpenCode 2 832 tok
t0moon/competitorsmart 26 Codex, OpenCode 1 2,760 tok
hoangsonww/PetSwipe-Match-App petswipe.vercel.app 🐻 A Tinder-inspired pet adoption app where you swipe to navigate, “adopt”, or “pass” on s 26 Claude Code, Codex, OpenCode 19 4,524 tok
VaIOReTto1/Novel A Jinjiang Literature-style novel app built with Kotlin and React Native 26 Codex, OpenCode 1 1,086 tok
Netie-AI/OpenHBM An open-source, JEDEC JESD270-4A-compliant HBM4 memory subsystem (controller + PHY-shim + 26 Claude Code, Codex, OpenCode 2 4,670 tok
SalvatoreSorvillo/Valutio Net Worth and Tax Tracker 26 Codex, OpenCode 1 242 tok
opentrawl/opentrawl Local-first crawlers for your digital life. One CLI, one Mac app, agent-searchable archive 26 Codex, OpenCode 1 4,195 tok
zhinianqin/marlin_v100 marlin_v100 is a minimal standalone Marlin development workspace extracted from the vLLM m 26 Codex, OpenCode 1 1,625 tok
elle-lisp/elle Modern rust-native lisp with fibers, signals, capabilities, jit, and more... 26 Codex, OpenCode 1 4,388 tok
sorahjy/financial-analysis Some personal financial indicator analysis tools 26 Codex, OpenCode 1 3,479 tok
Mrbaeksang/korea-stock-analyzer-mcp Remote MCP server for Korean stock analysis — real DART filings, KRX quotes, conservative 26 Codex, OpenCode 1 736 tok
allcolor/PawFlow-Agents pawflow.allcolor.org PawFlow (Platform for Agentic Workflows) Self-hosted agent runtime for real infrastructure 26 Claude Code, Codex, OpenCode 2 970 tok
managedcode/dotPilot dotpilot.managed-code.com Local-first desktop control plane for AI agents: embedded Orleans host inside the Uno app, 26 Claude Code, Codex, OpenCode 66 9,540 tok
jaimevalasek/aioson AI operating framework for hyper-personalized software. 26 Claude Code, Codex, Gemini CLI, OpenCode 59 1,860 tok
NeoLabs-Systems/NeoAgent neolabs-systems.github.io Self-hosted AI agent for automation, messaging, tools, integrations, and device control. 26 Claude Code, Codex, OpenCode 2 96 tok
StanfordSpezi/SpeziVibe spezivibe.com AI-enabled toolkit for building cross-platform digital health apps 26 Claude Code, Codex, OpenCode 2 594 tok
LienJack/learn-agent blog.lienjack.com A technical knowledge base for learning AI Agents, Claude Code internals, databases, Redis 26 Codex, OpenCode 1 882 tok
electricsheephq/WorldOS worldos.dev WorldOS - Simulate worlds. Evolve games. Free for personal/non-commercial use. 26 Claude Code, Codex, OpenCode 8 1,840 tok
microsoft/Hosted_Agents_Workshop_dotNET Build your first Microsoft Foundry hosted agent with this hands-on .NET 10 workshop, cover 26 Codex, OpenCode 1 474 tok
DUBSOpenHub/dark-factory dubsopenhub.github.io 🏭 Agentic dark factory for AI building with sealed-envelope testing 26 Codex, GitHub Copilot, OpenCode 2 2,297 tok