How real projects configure their agents

1,769 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
kubestellar/console console.kubestellar.io World's first fully integrated and fully Automated Kubernetes management and orchestration 151 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 12 9,406 tok
SeardnaSchmid/markdown-inline-editor-vscode VS Code extension · inline markdown · WYSIWYG · GFM · LaTeX · Mermaid · task lists 148 Claude Code, Codex, Cursor, OpenCode 4 3,341 tok
prasenjeet-symon/ogcode ogcode.in An open-source, local-first AI teammate and agent operating environment for turning intent 147 Claude Code, Codex, Cursor 61 159 tok
textura-agency/next16-claude-starter AI-first Next.js 16 starter for animation-heavy sites, wired with an Obsidian vault & Clau 145 Claude Code, Codex, Cursor, OpenCode 7 2,430 tok
iamtouchskyer/memex memra.vercel.app Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, 144 Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Windsurf 5 8,050 tok
NickCirv/engram The context spine that 10x's every AI coding session. Live in 8 IDEs (Claude Code, Cursor, 143 Claude Code, Cursor 2 1,893 tok
mckaywrigley/o1-pro-template-system jointakeoff.com 142 Cursor 1 4,227 tok
kv0906/pm-kit willtran.xyz AI-augmented PM workspace for Coding Agents — daily standups, decisions, blockers, docs, a 140 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 51 2,768 tok
ntygod/ZhiWei A local-first personal AI Agent assistant supporting memory, autonomous tasks, tool author 137 Claude Code, Codex, Cursor, OpenCode 4 6,826 tok
PrestaShop/hummingbird Default theme for PrestaShop 9.1+ 137 Claude Code, GitHub Copilot, Cursor, Windsurf 4 268 tok
uwaserver/uwas uwaserver.com Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go binary. Auto HT 137 GitHub Copilot, Cursor, Windsurf 3 796 tok
opsrobot-ai/opsrobot opsrobot.aishugroup.com Observability platform for Digital Employee, providing real-time tracing, session insights 136 Cursor 3 —
zifeo/lade Temporary access to secrets and private networks for one command, then gone. Same wrap for 136 Claude Code, Codex, Cursor, OpenCode 9 1,604 tok
madarco/ragrabbit ragrabbit.com Open Source, Self-Hosted, AI Search and LLM.txt for your website 135 Cursor 1 1,453 tok
SeoNaRu/lexguard-mcp An MCP server that helps the general public easily look up legal information through AI. S 132 Codex, Cursor, OpenCode 2 629 tok
liyupi/github-global codefather.cn A 2026 programming guide project for hands-on AI programming: a GitHub repository AI docum 131 Claude Code, Cursor 1 —
taoAIGC/AICompare one click to open multi AI sites | Open multiple AI sites with one click and view AI resul 130 Claude Code, Cursor 2 1,178 tok
dchu917/ctx Local context manager for Claude Code and Codex with workstreams, transcript binding, and 127 Claude Code, Codex, Cursor, OpenCode 10 1,228 tok
OrlojHQ/orloj orloj.dev An orchestration runtime for multi-agent AI systems. Declare agents, tools, and policies a 126 Claude Code, Codex, Cursor, OpenCode 3 570 tok
aptos-labs/explorer explorer.aptoslabs.com The explorer of the Aptos blockchain 125 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 11,442 tok
trevor-nichols/agentrules-architect AGENTS.md/CLAUDE.md generator and ExecPlan harness for Codex, Claude Code, Cursor, Antigra 124 Claude Code, Codex, Cursor, OpenCode 2 4,520 tok
deusXmachina-dev/memorylane trymemorylane.com 123 Claude Code, Codex, Cursor, OpenCode 7 1,013 tok
roedyrustam/vibes-plug roedyrustam.github.io Universal AI Agent Swarm & MCP Plugin with 178 specialized skills and 8 autonomous subagen 121 Claude Code, Codex, Cursor, OpenCode, Windsurf 4 18,684 tok
mmmeff/outline-mcp-server It's an MCP server... for Outline (the documentation platform!) 121 Cursor 1 26 tok
thrashr888/terraform-mcp-server Terraform Registry MCP Server 120 Cursor 1 253 tok
BlueBirdBack/godot-cursorrules Godot 4.4 Cursor rules: coding standards, architecture patterns, and performance tips for 119 Cursor 1 774 tok
kenshiro-o/nagato-ai Simple cross-LLM AI Agent library 119 Claude Code, Cursor 2 960 tok
bskimball/tanstack-hono A simple example of using Tanstack Router SSR with Hono in a monolith 119 Claude Code, Codex, Cursor, OpenCode 10 1,351 tok
AlephantAI/AIephant-AI-Agent-Gateway alephant.io Alephant is an open-source AI Agent Gateway for routing, tracking, and controlling LLM usa 118 Cursor 1 —
sadiuysal/crawl4ai-mcp-server 🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping a 117 Claude Code, Cursor 2 5,754 tok
reliverse/experiments reliverse.org Experimental projects, prototypes, and early ideas from the Reliverse and Bleverse ecosyst 117 Claude Code, Codex, Cursor, OpenCode 17 5,083 tok
CopilotKit/copilotkit-mcp-demo copilotkit-mcp-demo.vercel.app 116 Cursor 1 594 tok
foxzool/openlark Unofficial Rust SDK for the Lark Open Platform, supporting custom bots, long-connection bo 111 Claude Code, Codex, Cursor, OpenCode 12 2,691 tok
trustwallet/tw-agent-skills 111 Claude Code, Cursor 4 —
AntonHu/ai-coding-project A reference project for implementing AI Coding architectures, supporting all mainstream Ag 110 Claude Code, Codex, Cursor 16 —
UmairBaig8/okf-generator OKF v0.1 knowledge bundle generator — Claude skill + OpenCode integration 109 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,399 tok
antoinebou12/uml-mcp antoinebou12.github.io UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Protocol), whi 109 Claude Code, Codex, Cursor, OpenCode 11 772 tok
litefuse/litefuse litefuse.ai Litefuse - Agent Observability and Evaluation Platform 109 Claude Code, Codex, Cursor, OpenCode 10 3,733 tok
HoangYell/markdy-com markdy.com 🎬 Open-source animated architecture diagrams as code. Diagram-native DSL, 17 layout engin 106 Claude Code, GitHub Copilot, Cursor 4 426 tok
sonpiaz/evox Agent orchestration built from first principles: plan, dispatch and supervise a team of AI 105 Claude Code, Cursor 13 1,842 tok
lktiep/cortex-hub hub.jackle.dev Self-hosted AI Agent Memory + Code Intelligence Platform — one MCP endpoint for persistent 105 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 14 2,330 tok
nebius/nebius-physical-ai Agent control plane for Physical AI on Nebius: infrastructure setup and management, simula 105 Claude Code, Codex, Cursor, OpenCode 3 6,828 tok
ly1836/spring-ai-rag-demo Production-ready ERP AI assistant based on Spring AI 2.0 with RAG, Tool Calling, chat memo 103 Claude Code, Cursor 25 —
vincanger/envelope-budgeting-test full-stack vibe coding template (envelope budgeting app) 102 Cursor 1 3,974 tok
VeriTeknik/pluggedin-app plugged.in The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discoveri 102 Claude Code, Cursor 3 2,788 tok
MarcoPorcellato/matryca-plumber Local-first AI daemon for Logseq OG: background semantic indexing, link hygiene, and agent 101 Claude Code, Codex, Cursor, OpenCode 13 3,709 tok
petrowsky/agentic-fm agentic-fm.com An open source project designed to assist AI in guided deterministic FileMaker code output 97 Codex, Cursor, OpenCode 26 8 tok
sandraschi/inkscape-mcp Headless Inkscape SVG automation via FastMCP — 60+ ops: create, boolean, LPE, export, text 97 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 1,127 tok
xiashao/KaiyanTool Kaixi AI integrates the entire film and television creation process into one powerful plat 96 Claude Code, Codex, Cursor, OpenCode 20 2,105 tok
marcusgoll/Spec-Flow Turn product ideas into production launches with Spec-Driven Development. Repeatable Claud 96 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 6,294 tok