How real projects configure their agents

32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
Notifuse/notifuse notifuse.com Open-source, self-hosted newsletter, email marketing and transactional email platform. Vis 2,269 Claude Code 2 —
anthropics/cwc-workshops 2,269 Claude Code 1 —
OpenIPC/firmware openipc.org Alternative IP Camera firmware from an open community 2,268 Claude Code, Codex, OpenCode 2 5,663 tok
Wirasm/prp Prompts, workflows and more for agentic engineering 2,264 Claude Code, Codex, OpenCode 36 1,888 tok
apconw/Aix-DB db.aixhub.top Aix-DB is based on the LangChain/LangGraph frameworks and combines an MCP Skills multi-age 2,264 Claude Code 1 1,430 tok
numman-ali/cc-mirror Create multiple isolated Claude Code variants with custom providers (Z.ai, MiniMax, OpenRo 2,260 Claude Code, Codex, OpenCode 2 2,797 tok
martin-ger/esp32_nat_router An AI-enabled NAT Router/Firewall for the ESP32 2,258 Claude Code 1 117 tok
m14r41/PentestingEverything pentesting.m14r41.in Complete Solution for VAPT/AppSec and Pentesting Guide: Web | Mobile | API | Thick Client 2,258 Claude Code, Codex 1 —
OpenCoworkAI/open-cowork Open-source AI agent desktop app for Windows & macOS. One-click install Claude Code, MCP t 2,256 Claude Code, GitHub Copilot 7 —
AmoyLab/Unla 🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Serv 2,252 Claude Code, Cursor 2 1,361 tok
tsingyuai/scientify Automatic and end-to-end scientific research workflow. Produces state-of-the-art level res 2,251 Claude Code 1 1,896 tok
future-agi/future-agi futureagi.com Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent 2,250 Claude Code, Codex 2 —
ginlix-ai/LangAlpha langalpha.ai Claude Code for Financial Market 2,244 Claude Code, Codex, OpenCode 2 5,431 tok
numtide/llm-agents.nix numtide.github.io Nix packages for AI coding agents and development tools. Automatically updated daily. 2,241 Claude Code, Codex, OpenCode 2 3,068 tok
atomicstrata/llm-wiki-compiler llmwiki.atomicstrata.ai The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM W 2,239 Claude Code, Codex, OpenCode 2 1,426 tok
mrgoonie/claudekit-skills claudekit.cc All powerful skills of ClaudeKit.cc! 2,235 Claude Code 52 738 tok
LetsFG/LetsFG letsfg.co Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Ever 2,234 Claude Code, Codex, OpenCode 2 17,136 tok
a2aproject/a2a-python a2a-protocol.org Official Python SDK for the Agent2Agent (A2A) Protocol 2,232 Claude Code, Codex, OpenCode 2 448 tok
Dicklesworthstone/mcp_agent_mail Deprecated: superseded by mcp_agent_mail_rust, the maintained Rust rewrite. Original Pytho 2,231 Claude Code, Codex, OpenCode 5 8,027 tok
0-AI-UG/cate cate.cero-ai.com An infinite zoomable canvas for coding. Editor, terminal, and browser panels in a spatial 2,226 Claude Code, Codex, OpenCode 2 7,416 tok
containers/kubernetes-mcp-server Model Context Protocol (MCP) server for Kubernetes and OpenShift 2,225 Claude Code, Codex, OpenCode 2 2,193 tok
Mahanaicoach/google-maps-scraper-kit Free, open-source Google Maps scraper for lead generation (Python, no API key, no Docker). 2,216 Claude Code 2 1,427 tok
Lumiwealth/lumibot lumibot.lumiwealth.com Python trading framework with AI agents that actually place the trade. Backtest, paper and 2,211 Claude Code, Codex, GitHub Copilot, OpenCode 3 20,050 tok
joshuayoes/ios-simulator-mcp MCP server for interacting with the iOS simulator 2,209 Claude Code, Cursor 2 915 tok
louislva/claude-peers-mcp Allow all your Claude Codes to message each other ad-hoc! 2,208 Claude Code 1 1,008 tok
benborla/mcp-server-mysql A Model Context Protocol server that provides read-only access to MySQL databases. This se 2,206 Claude Code 1 1,792 tok
carlvellotti/free-ai-courses claude-code-pm-course.vercel.app Interactive course teaching Product Managers how to use Claude Code effectively 2,202 Claude Code 1 2,821 tok
xiufengsun/TokenTracker tokentracker.cc Local-first AI token usage & cost tracker for 31 coding tools incl. Claude Code, Codex, Cu 2,196 Claude Code, Codex, OpenCode 2 5,821 tok
croffasia/itsaplan itsaplan.dev ⭐️⭐️⭐️ Open-source, self-hosted alternative to Linear and Plane. Project management and is 2,193 Claude Code, Codex, OpenCode 5 1,912 tok
isair/jarvis barissencan.com Private local AI assistant for your desktop. Voice and text chat, personal memory, dictati 2,188 Claude Code, Codex, OpenCode 5 3,778 tok
alpic-ai/skybridge skybridge.tech Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. R 2,185 Claude Code, Codex, OpenCode 4 897 tok
Eronred/aso-skills appeeky.com AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie develo 2,185 Claude Code, Codex, OpenCode 2 433 tok
Emanuele-web04/synara trysynara.com The best place to build with your AI sub 2,182 Claude Code, Codex, OpenCode 4 2,277 tok
kenn-io/msgvault msgvault.io Archive a lifetime of email and chat. Offline search, analytics, and AI query over your fu 2,179 Claude Code, Codex, OpenCode 2 2,252 tok
keitaoouchi/MarkdownView Markdown View for iOS. 2,178 Claude Code, Codex, OpenCode 2 727 tok
rynfar/meridian npmjs.com Use Claude and Antigravity with Pi, OpenCode and other coding clients. Local API bridge, u 2,178 Claude Code, Codex, OpenCode 5 1,439 tok
renatoasse/opensquad 2,175 Claude Code 4 488 tok
anthropics/anthropic-sdk-typescript npmjs.com Access to Anthropic's safety-first language model APIs in TypeScript 2,165 Claude Code 1 8,370 tok
rcortx/kiwiq Production-grade multi-agent orchestration platform - JSON-defined agents, multi-tier memo 2,158 Claude Code 2 5,206 tok
apache/tinkerpop tinkerpop.apache.org Apache TinkerPop - a graph computing framework 2,155 Claude Code, Codex, OpenCode 5 1,708 tok
happier-dev/happier happier.dev Web, Desktop & Mobile client and orchestrator for Codex, Claude Code, OpenCode, Pi, Cursor 2,153 Claude Code, Codex, OpenCode 68 11,336 tok
trailofbits/claude-code-config Opinionated defaults, documentation, and workflows for Claude Code at Trail of Bits 2,146 Claude Code 1 —
microsoft/intelligent-terminal devblogs.microsoft.com A fork of Windows Terminal with native agent integration, right in your command line. 2,146 Claude Code, Codex, GitHub Copilot, OpenCode 28 25,996 tok
4thfever/cultivation-world-simulator An open-source Cultivation World Simulator using Agentic Workflow to create a dynamic, eme 2,143 Claude Code, Codex, Cursor, OpenCode 19 7,601 tok
authgear/authgear-server authgear.com Open source Auth0/Keycloak alternative. Passkeys, SSO, MFA, passwordless, biometric login. 2,143 Claude Code, Codex, OpenCode 21 3,782 tok
ShenSeanChen/waku-agent Waku Waku! Waku Agent is a local-first AI agent harness you actually own, including loop, 2,139 Claude Code, Codex, OpenCode 8 1,697 tok
eugene1g/agent-safehouse agent-safehouse.dev Sandbox your local AI agents so they can read/write only what they need 2,136 Claude Code, Codex, OpenCode 3 1,349 tok
mcp-router/mcp-router mcp-router.net MCP Router — development, support and security updates ended 2026-09-18. Historical source 2,130 Claude Code 1 515 tok
peteromallet/dataclaw Agent harness to publish your agent chat history as Huggingface datasets. 2,125 Claude Code, Codex, OpenCode 2 1,395 tok
agentset-ai/agentset agentset.ai The open-source RAG platform: built-in citations, deep research, 22+ file formats, partiti 2,123 Claude Code, Codex 6 —