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
sammchardy/python-binance python-binance.readthedocs.io Binance Exchange API python implementation for automated trading 7,221 Claude Code, Codex 1 —
elie222/rakazo rakazo.com Open-source Grok Bot alternative. Choose your own model and sandbox. 7,199 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,227 tok
enricoros/big-AGI big-agi.com AI suite powered by state-of-the-art models and providing advanced AI/AGI functions. Inclu 7,166 Claude Code, Codex, OpenCode 2 3,118 tok
tech-leads-club/agent-skills agent-skills.techleads.club The secure, validated skill registry for professional AI coding agents. Extend Antigravity 7,138 Claude Code, Codex, OpenCode 2 1,573 tok
binaricat/Netcatty netcatty.app SSH workspace, SFTP, and terminals in one 7,133 Claude Code, Codex, OpenCode 2 5,479 tok
milanvarady/Applite applite.app A native macOS app store for software that isn't on the App Store, backed by Homebrew Cask 7,123 Claude Code 1 2,572 tok
katanemo/plano planoai.dev Plano is an AI-native proxy server and data plane for agentic apps. Smart LLM routing, obs 7,110 Claude Code 9 1,270 tok
evidence-dev/evidence evidence.dev Business intelligence as code: build fast, interactive data visualizations in SQL and mark 7,092 Claude Code, Codex, OpenCode 2 294 tok
tradesdontlie/tradingview-mcp AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop f 7,088 Claude Code 1 1,873 tok
grab/cursor-talk-to-figma-mcp figma.com TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allo 7,085 Claude Code, Codex, OpenCode 2 1,699 tok
ZSeven-W/openpencil op.zseven.tech The world's first open-source AI-native vector design tool and the first to feature concur 7,082 Claude Code, Codex, OpenCode 2 1,964 tok
un-pany/v3-admin-vite un-pany.github.io ☀️ AI-friendly Vue3 admin template | Vue Admin | Vue Template | Vue3 Admin | Vue3 Template 7,069 Claude Code, Codex, OpenCode 2 1,444 tok
nuxt/ui ui.nuxt.com The Intuitive Vue UI Library powered by Reka UI & Tailwind CSS. 7,056 Claude Code, Codex, OpenCode 2 2,222 tok
open-multi-agent/open-multi-agent open-multi-agent.com Self-hosted TypeScript agent runtime with durable approvals and verifiable run records. Ow 7,044 Claude Code, Codex, OpenCode 2 2,581 tok
ccch1mneyyy/dsh-TUI dshtui.com DSH official WeChat featured TUI plugin — Claude Code style: whale bar, live status, strea 6,995 Claude Code, Codex, OpenCode 10 3,223 tok
kvcache-ai/Mooncake kvcache-ai.github.io Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI. 6,988 Claude Code, Codex, OpenCode 5 320 tok
XiaomingX/ai-money-maker-handbook mp.jobleap4u.com The Ultimate Guide to Making Money with AI Side Hustles: Learn how to leverage AI for some 6,987 Claude Code 1 1,099 tok
olimorris/codecompanion.nvim codecompanion.olimorris.dev ✨ AI Coding, Vim Style 6,923 Claude Code, Codex, OpenCode 2 2,002 tok
joe-bell/cva cva.style Class Variance Authority 6,906 Claude Code 2 —
flashinfer-ai/flashinfer flashinfer.ai FlashInfer: Kernel Library for LLM Serving 6,861 Claude Code, Codex, OpenCode 6 27,373 tok
stagewise-io/stagewise stagewise.io The Open Source Agentic IDE. Create and orchestrate coding agents, show app previews and r 6,832 Claude Code, Codex, OpenCode 11 1,611 tok
harbor-framework/harbor harborframework.com Framework for evaluating and improving agents 6,826 Claude Code, Codex, OpenCode 2 4,333 tok
dinerojs/dinero.js dinerojs.com Create, calculate, and format money in JavaScript and TypeScript 6,810 Claude Code, Codex 9 231 tok
uditgoenka/autoresearch udit.co Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired b 6,806 Claude Code, Codex, OpenCode 30 3,129 tok
GreptimeTeam/greptimedb greptime.com The open-source observability database. One columnar engine for metrics, logs, and traces, 6,789 Claude Code, Codex, OpenCode 6 2,166 tok
anthropics/claude-code-security-review An AI-powered security review GitHub Action using Claude to analyze code changes for secur 6,746 Claude Code 1 —
SawyerHood/dev-browser A Claude Skill to give your agent the ability to use a web browser 6,721 Claude Code, Codex, OpenCode 2 212 tok
rullerzhou-afk/clawd-on-desk clawdondesk.com A pixel desktop pet that watches Claude Code, Codex, Cursor & other AI coding agents — so 6,676 Claude Code, Codex, OpenCode 2 25,183 tok
BlockRunAI/ClawRouter npmjs.com The agent-native LLM router for autonomous agents. Every frontier model behind one wallet, 6,652 Claude Code 1 726 tok
MISP/MISP misp-project.org MISP (core software) - Open Source Threat Intelligence and Sharing Platform 6,647 Claude Code 1 2,867 tok
j3ssie/osmedeus osmedeus.org A Modern Orchestration Engine for Security 6,644 Claude Code, Codex, OpenCode 2 9,475 tok
czlonkowski/n8n-skills n8n-skills.com n8n skillset for Claude Code to build flawless n8n workflows 6,596 Claude Code 1 3,056 tok
ultraworkers/claw-code-parity Join Discord: https://discord.gg/5TUQKqFWd / claw-code Rust port parity work - it is temp 6,584 Claude Code 1 228 tok
Arthur-Ficial/apfel apfel.franzai.com The free AI already on your Mac. CLI tool, OpenAI-compatible server, and interactive chat 6,579 Claude Code, Codex, OpenCode 3 7,736 tok
wechatsync/Wechatsync wechatsync.com Sync articles to multiple content platforms with one click, supporting Toutiao, WordPress, 6,573 Claude Code 4 —
rivet-dev/actors rivet.dev Rivet Actors are the primitive for stateful workloads. Built for AI agents, collaborative 6,546 Claude Code, Codex, OpenCode 41 10,966 tok
airweave-ai/airweave airweave.ai Open-source context retrieval layer for AI agents 6,545 Claude Code 1 1,738 tok
getsentry/XcodeBuildMCP xcodebuildmcp.com A Model Context Protocol (MCP) server and CLI that provides tools for agent use when worki 6,531 Claude Code, Codex, OpenCode 13 4,726 tok
jeequan/jeepay jeequan.com Jeepay is an open-source payment system for internet companies, supporting multi-channel s 6,525 Claude Code 1 194 tok
crestalnetwork/intentkit intentcat.com IntentKit is an open-source, self-hosted cloud agent cluster that manages a collaborative 6,520 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 13 tok
op7418/CodePilot codepilot.sh A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, 6,517 Claude Code, Codex, OpenCode 2 6,636 tok
jacob-bd/gemini-notebook-mcp-cli Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context P 6,466 Claude Code, Codex, Gemini CLI, OpenCode 3 9,380 tok
builderz-labs/mission-control mc.builderz.dev Self-hosted control plane for AI agents: dispatch tasks, review runs, track spend, and ope 6,453 Claude Code 1 891 tok
truefoundry/trueforge trueforge.dev The open-source agent harness - the runtime layer that turns an LLM into a working agent. 6,443 Claude Code, Codex, OpenCode 2 1,456 tok
apache/iotdb iotdb.apache.org Apache IoTDB 6,427 Claude Code, Codex, OpenCode 3 4,190 tok
epoko77-ai/im-not-ai imnotai.kr A Claude skill that polishes Korean written by AI to sound human — Korean AI-text humanize 6,417 Claude Code, Gemini CLI 2 8,722 tok
Nukesor/pueue :stars: Manage your shell commands. 6,413 Claude Code, Codex, GitHub Copilot, OpenCode 3 529 tok
apache/camel camel.apache.org Apache Camel is an open source integration framework with 350+ connectors. Write routes in 6,393 Claude Code, Codex, OpenCode 2 3,538 tok
google/syzkaller syzkaller is an unsupervised coverage-guided kernel fuzzer 6,393 Claude Code, Codex, Gemini CLI 4 1,239 tok
ThinkInAIXYZ/deepchat deepchat.thinkinai.xyz 🐬DeepChat - A smart assistant that connects powerful AI to your personal world 6,384 Claude Code, Codex, OpenCode 7 491 tok