How real projects configure their agents

1,724 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
waynesutton/markdown-site markdown.fast An open-source publishing framework built for AI agents and developers to ship websites, d 630 Claude Code, Codex, Cursor, OpenCode 26 7,481 tok
evolution-foundation/evo-ai evo-ai.co Evo AI is an open-source platform for creating and managing AI agents, enabling integratio 608 Cursor 1 2,134 tok
YoungCan-Wang/WyckoffTradingAgent youngcan-wang.github.io Open-source Wyckoff trading agent and AI stock screener for volume-price analysis, A-share 598 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 2,769 tok
skillhub-club/skillhub-desktop One desktop to manage your agent skills 597 Cursor 1
ZimoLiao/scholaraio zimoliao.github.io Scholar All-In-One: A research infrastructure for AI agents 569 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 51 2,598 tok
WoJiSama/skill-based-architecture A meta-skill that produces skills. Point it at any codebase and it distills the project's 554 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 2,454 tok
Doist/todoist-mcp A set of tools to connect to AI agents, to allow them to use Todoist on a user's behalf. I 541 Claude Code, Codex, Cursor, OpenCode 4 3,231 tok
alex-ilgayev/MCPSpy MCP Monitoring with eBPF 517 Claude Code, Cursor 8 56 tok
meleantonio/ChernyCode 516 Claude Code, Codex, Cursor, OpenCode 10 1,022 tok
rajudandigam/agent-inspect agentinspect.vercel.app Local evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect caus 505 Codex, Cursor, OpenCode 2 2,200 tok
epam/ai-dial-chat chat.dialx.ai A default UI for AI DIAL 504 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 48 4,341 tok
MagicCube/agentara Your 24/7 personal assistant powered by Claude Code and OpenAI Codex. Multi-channel messag 504 Claude Code, Cursor 4 213 tok
partcad/partcad partcad.org Package manager for things. Start designing modular hardware! PartCAD is the standard for 493 Claude Code, Codex, Cursor, OpenCode 22 6,342 tok
MHaggis/Security-Detections-MCP detect.michaelhaag.org MCP to help Defenders Detection Engineer Harder and Smarter 484 Claude Code, Cursor 30
OWASP/DockSec owasp.org AI-powered Docker security scanner that explains vulnerabilities in plain English. An OWAS 477 Cursor 1 112 tok
ericboy0224/learn-docker-and-k8s Interactive AI-driven game to learn Docker, Linux, networking & Kubernetes. Open in Claude 473 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 14 796 tok
humanlayer/agentcontrolplane ACP is the Agent Control Plane - a distributed agent scheduler optimized for simplicity, c 473 Claude Code, Cursor 2 1,152 tok
shadcn-labs/agentcn agentcn.run shadcn/ui, but for building agents. 🤖 455 Claude Code, Codex, Cursor 4
ZhangHanDong/agent-spec zhanghandong.github.io `agent-spec` is an AI-native BDD/spec verification tool for task execution. 451 Claude Code, Codex, Cursor, OpenCode 4 7,438 tok
gaotiexinqu/OneResearchClaw Any research. One Claw. 🦞 From any materials to research with fully autonomous & skill-dr 445 Claude Code, Cursor 18
aropan/clist clist.by Your comprehensive guide to global programming contests. Track events, get details, and ne 439 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 9 1,045 tok
dcSpark/shinkai-local-ai-agents shinkai.com Shinkai is a two click install App that allows you to create Local AI agents in 5 minutes 432 Codex, Cursor, OpenCode 2 670 tok
ownpilot/OwnPilot ownpilot.dev Privacy-first personal AI assistant platform with autonomous agents, tool orchestration, a 428 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 10 9,916 tok
mondaycom/mcp monday.com Enable AI agents to work reliably - giving them secure access to structured data, tools to 422 Claude Code, Cursor 2
mckinsey/agents-at-scale-ark mckinsey.github.io Provider-agnostic operations for agentic resources. ARK codifies patterns and practices de 422 Claude Code, Cursor 46 2,979 tok
vishiri/fantasia-archive A world-builder's best friend! 407 Claude Code, Codex, Cursor, OpenCode 38 6,560 tok
caipe-io/ai-platform-engineering caipe.io CAIPE is an open-source AI platform for building, deploying, governing, and operating AI a 407 Claude Code, Codex, Cursor, OpenCode 30 5,339 tok
Context-Engine-AI/Context-Engine context-engine.ai Context-Engine MCP - Agentic Context Compression Suite 401 Claude Code, Codex, Cursor, Gemini CLI 4 19,673 tok
OpenCowAI/opencow opencow.ai One task, one agent, delivered. The open-source platform for task-driven autonomous AI age 396 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 2,619 tok
The-Pocket/PocketFlow-Template-Python Pocket Flow Project Template: Agentic Coding for Python 395 Claude Code, GitHub Copilot, Cursor, Gemini CLI 4 43,527 tok
paladini/harness-score paladini.github.io Your AI coding agent is only as reliable as the harness around it. Measure that harness in 395 Claude Code, Codex, Cursor, OpenCode 5 947 tok
neuledge/context Local-first documentation for AI agents 394 Claude Code, Cursor 2 7 tok
haoruilee/awesome-agent-native-services lihaorui.com If you are an AI agent and want to discover services designed for you. 389 Claude Code, Codex, Cursor, OpenCode 6 1,875 tok
ducan-ne/opencoder The Claude Code alternative 387 Cursor 1 11,946 tok
maciej-trebacz/tower-of-time-game Vibe coded Tower Defense type of game made for a game jam 372 Cursor 1 60 tok
fzy2012/rhzl-Agentic-Design-Patterns-cn adpc.ruhang365.cn Agent design patterns 370 Claude Code, Codex, Cursor, OpenCode 3 4,386 tok
suenot/profitmaker profitmaker.cc Open source, customized, extendable trading platform that supports 100+ crypto exchanges. 364 Cursor 1 1,445 tok
LTplus-AG/ifc-lite ifclite.dev Open-source IFC toolkit: WebGPU rendering, columnar in-memory store, exact-arithmetic geom 359 Claude Code, Codex, Cursor, OpenCode 3 11,443 tok
griddynamics/rosetta griddynamics.github.io An instruction layer for AI coding agent 342 Claude Code, Codex, Cursor, OpenCode 13 274 tok
raysonmeng/agent-bridge raysonmeng.github.io A local bridge for bidirectional collaboration between Claude Code and Codex. A local real 328 Claude Code, Codex, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 6 4,426 tok
ShareX/XerahS xerahs.com XerahS is a cross platform reimagining of the ShareX user interface built with Avalonia. I 323 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 29 698 tok
guoqingbao/xinfer guoqingbao.github.io Blazing-fast LLM inference in pure Rust. No PyTorch and Python runtime. 314 Cursor 3
zhimaAi/ChatClaw ichatclaw.com ChatClaw: Get OpenClaw-like knowledge base personal AI agent in 5 mins. Sandbox-secured, u 307 Claude Code, Codex, Cursor, OpenCode 6 4,176 tok
Fu-Jie/openwebui-extensions fu-jie.github.io A collection of enhancements, plugins, and prompts for Open WebUI, developed and curated f 304 Claude Code, GitHub Copilot, Cursor, Gemini CLI 9 18,915 tok
databrickslabs/ontobricks Transforms Databricks Unity Catalog tables into a materialized knowledge graph, with ontol 303 Claude Code, Codex, Cursor, OpenCode 3 1,871 tok
dickwu/apple-design-skill Cross-platform UI/UX design reviewer based on Apple HIG. Works with Flutter, Tauri, Electr 303 Codex, Cursor, OpenCode 2 428 tok
mzxrai/mcp-webresearch MCP web research server (give Claude real-time info from the web) 300 Cursor 1 62 tok
echelon-ai-labs/servicenow-mcp MCP Server for ServiceNow 298 Cursor 1 660 tok
Sisyphe42/ReignsAgent reigns-agent-creator-web.vercel.app Creator, simulation reviewer, and portable player toolchain for binary-choice card narrati 298 Claude Code, Codex, Cursor, OpenCode 24 2,277 tok
SmythOS/smythos-studio smythos.com SmythOS Studio: Open-Source Visual AI Agent Builder and deployable runtime stack from Smyt 297 Cursor 1 255 tok