How real projects configure their agents

32,517 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
sunyifeisb-art/legalwork bytelegal.cn LegalWork - legal AI workbench 67 Claude Code 1 2,646 tok
WenyuChiou/research-hub pypi.org AI-operable research workspace for Zotero, Obsidian, and NotebookLM. Use any two, or all t 67 Claude Code, Codex, OpenCode 2 1,547 tok
mastepanoski/claude-skills UX/UI evaluation, AI governance, and AI security skills for AI coding assistants. Audit in 67 Claude Code 1 1,930 tok
ric03uec/clawrium ric03uec.github.io CLI fleet management for AI agents on local networks - deploy, upgrade, and monitor OpenCl 67 Claude Code, Codex, OpenCode 23 9,365 tok
aws-samples/sample-aws-genai-ops-demos aws-samples.github.io Deployable code samples demonstrating how generative AI transforms cloud operations. Deplo 67 Claude Code, Kiro 12 24,582 tok
nkhitrov/arch-blueprint Render your project components automatically 67 Claude Code 1 12,803 tok
sageox/ox sageox.ai The hivemind for AI coding agents — persistent team context recorded once and recalled acr 67 Claude Code, Codex, Gemini CLI, OpenCode 37 4,466 tok
babyworm/rtl-agent-team RTL agent team; Harness for Agentic hardware design and verificiation. 67 Claude Code 1 7,644 tok
AaronXu-Lab/MasterGo2Figma Move MasterGo's Design to Figma 67 Claude Code, Codex, OpenCode 3 4,482 tok
manoharc07/DigiFrame digiframe.pages.dev A wall frame for a 64×64 HUB75 LED matrix, turning it into a smart clock. It shows an NTP 67 Claude Code 1 17,946 tok
tam159/next-role next-role.dev 🚀 Level up your career with GenAI. 📄 Tailor your CV to any JD, 🔍 automate company resea 67 Claude Code, Codex, OpenCode 13 2,520 tok
agentarea/agentarea agentarea.ai Cloud-native AI Agents orchestration platform for zero-human organizations 67 Claude Code, Codex, OpenCode 7 1,346 tok
zvzuola/acp-components zvzuola.github.io UI component library for the Agent Client Protocol (ACP), providing a complete set of comp 67 Claude Code, Codex, OpenCode 2 3,549 tok
Kaddo-kdd/kaddo The Knowledge Driven Development Toolkit 67 Claude Code 1 691 tok
mnott/PAI Personal AI Infrastructure 67 Claude Code 2 —
steadycursor/steadystart 67 Claude Code 13 1,230 tok
xwang152-jack/wechat-official-account-mcp WeChat Official Account MCP Server 67 Claude Code 1 3,104 tok
Oaklight/ToolRegistry toolregistry.readthedocs.io ToolRegistry: A Protocol-Agnostic Tool Management Library for Function-Calling LLMs (OpenA 67 Claude Code, Codex, OpenCode 2 2,150 tok
timowhite88/Farnsworth Farnsworth is an autonomous, infinitely-memorable, self-evolving companion AI built entire 67 Claude Code 1 743 tok
MF-Dust/Nori.Desktop nori.mom When the next journey begins, we will naturally meet. 67 Claude Code, Codex, OpenCode 4 5,545 tok
brennhill/Kaboom-Browser-AI-Devtools-MCP gokaboom.dev Kaboom AI DevTools — Browser DevTools for AI coding assistants via MCP 67 Claude Code, Codex, OpenCode 3 7,405 tok
5uck1ess/cicero Self-hosted voice for coding agents. Talk from any browser or a Telegram call, interrupt m 67 Claude Code, Codex, OpenCode 2 945 tok
seldonframe/seldonframe seldonframe.com Open-source AI front-office factory for agencies serving local businesses: website, bookin 67 Claude Code, Codex, Cursor, OpenCode, Windsurf 22 5,556 tok
karthikrshet/Career-Agents career-agents.vercel.app The Open-Source AI Career Operating System. 167 Specialized AI Agents across 19 Divisions, 67 Claude Code, Codex, OpenCode 13 609 tok
oaslananka/easyeda-mcp-pro oaslananka.github.io MCP server for EasyEDA Pro, connecting AI agents to schematic and PCB workflows, controlle 67 Claude Code, Codex, OpenCode 6 1,393 tok
withqwerty/nutmeg Football data analytics toolkit for Claude Code. Covers Opta, StatsBomb, Wyscout, SportMon 67 Claude Code 1 1,150 tok
strausmann/mcp-dockhand MCP Server for Dockhand Docker Management - exposes 130+ API endpoints as MCP tools 67 Claude Code, GitHub Copilot 4 2,639 tok
AEndrix03/Graft Your coding agents forget. Graft doesn't. Persistent local memory that brings back fixes, 67 Claude Code 1 —
lucaslorentz/durabletask-extensions Extensions to Durable Task Framework 67 Claude Code 1 682 tok
boostcampwm-2024/web05-Denamu denamu.dev A place where developers' stories grow, Denamu 🎄 67 Claude Code, GitHub Copilot 12 2,521 tok
f/check-ai Audit any repository for AI-readiness. 66 Claude Code, Codex, OpenCode, Windsurf 3 2,791 tok
ssuixinsuoyu/zede-zero-learning-roadmap Starting from the origin and approaching true knowledge indefinitely. A goal-driven, evide 66 Claude Code, Codex, Gemini CLI, OpenCode 3 365 tok
mailtrap/mailtrap-mcp mailtrap.io Official Mailtrap MCP server — over 125 tools to send email from Claude, Cursor, VS Code & 66 Claude Code 1 3,691 tok
chihebnabil/lovable-boilerplate nextlovable.com A Lovable-inspired React boilerplate that brings no-code AI UI generation into clean code. 66 Claude Code, GitHub Copilot 11 14,470 tok
ahmed3elshaer/everything-claude-code-mobile Makes Claude code mobile first 66 Claude Code, Codex, GitHub Copilot, OpenCode 75 629 tok
AlekseiUL/sprut-agent-kit t.me Ready-to-use AI agent with soul, memory, and 23 skills for ClaudeClaw ⚡ 66 Claude Code, Codex, OpenCode 1 1,171 tok
verygoodplugins/mcp-automem automem.ai MCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vec 66 Claude Code, Codex, OpenCode 2 10,074 tok
openSVM/solana-mcp-server opensvm.github.io solana mcp sever to enable solana rpc methods 66 Claude Code 10 1,821 tok
byenzyme/enzyme-skill Agent Skill for exploring Obsidian vaults with Enzyme — self-contained, cross-agent compat 66 Claude Code 1 185 tok
bartholomej/node-csfd-api ČSFD API in JavaScript. Amazing NPM library for scrapping csfd.cz. Now with MCP server 66 Claude Code, Codex, OpenCode 4 932 tok
Benboerba620/daily-watchlist AI-powered stock watchlist and daily market report workflow for Claude Code. Track movers, 66 Claude Code 6 324 tok
theo-kirby/cadex cadex.digital an agentic engine for full stack robot creation (CAD, CAM, ML, URDF, etc.) 66 Claude Code, Codex, OpenCode 5 3,898 tok
drpwchen/paper-fetch drpwchen.com Publisher-aware full-text PDF fetcher — DOI in, PDF out via OA → publisher TDM APIs → your 66 Claude Code, Codex, OpenCode 2 4,342 tok
ykdojo/paper-search Claude Code plugin for searching 250M+ academic papers via OpenAlex. Search by keyword, lo 66 Claude Code 1 146 tok
alexlenk/ecowitt_local Home Assistant custom integration for Ecowitt weather stations via local web interface 66 Claude Code 1 9,707 tok
auxten/clickmem Agent memory built on chDB(ClickHouse embedded) 66 Claude Code, Codex, OpenCode 1 1,104 tok
AgriciDaniel/claude-code-essentials-vs-code agricidaniel.com 🚀 Claude Code & VS Code essentials — complete setup guide, extensions, slash commands, sk 66 Claude Code 1 179 tok
loiane/specs-driven-development-spring-angular Spec-Driven Development toolkit for Spring Boot 4 — tri-platform workflow (Claude Code · G 66 Claude Code, GitHub Copilot 9 2,942 tok
pabpereza/kali-mcp AI Agent implementation to automate ethical hacking tasks. Use it with responsibility. 66 Claude Code, Codex, OpenCode 8 3,420 tok
ebibibi/ebi-agent-chat-relay One cockpit for all your coding agents: a web console (plus Discord & Teams) to run Claude 66 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 15 8,545 tok