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
kubestellar/console console.kubestellar.io World's first fully integrated and fully Automated Kubernetes management and orchestration 132 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 12 9,406 tok
SeoNaRu/lexguard-mcp An MCP server that helps the general public easily look up legal information through AI. S 130 Codex, Cursor, OpenCode 2 629 tok
uwaserver/uwas uwaserver.com Unified Web Application Server — Apache+Nginx+Varnish+Caddy in a single Go binary. Auto HT 130 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 10 5,308 tok
Homebrew/BrewUI 📺 Homebrew's official macOS GUI 128 Claude Code, Codex, Cursor, OpenCode 5 2,913 tok
dchu917/ctx Local context manager for Claude Code and Codex with workstreams, transcript binding, and 128 Claude Code, Codex, Cursor, OpenCode 10 1,228 tok
zifeo/lade Give shell commands and AI agents temporary access to secrets, files, and private networks 128 Claude Code, Codex, Cursor, OpenCode 3 748 tok
liyupi/github-global codefather.cn A 2026 programming guide project for hands-on AI programming: a GitHub repository AI docum 127 Claude Code, Cursor 1
taoAIGC/AICompare one click to open multi AI sites | Open multiple AI sites with one click and view AI resul 125 Claude Code, Cursor 2 1,178 tok
aptos-labs/explorer explorer.aptoslabs.com The explorer of the Aptos blockchain 124 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 9,825 tok
deusXmachina-dev/memorylane trymemorylane.com 123 Claude Code, Codex, Cursor, OpenCode 6 1,416 tok
trevor-nichols/agentrules-architect AGENTS.md/CLAUDE.md generator and ExecPlan harness for Codex, Claude Code, Cursor, Antigra 122 Claude Code, Codex, Cursor, OpenCode 2 4,520 tok
thrashr888/terraform-mcp-server Terraform Registry MCP Server 120 Cursor 1 253 tok
mmmeff/outline-mcp-server It's an MCP server... for Outline (the documentation platform!) 120 Cursor 1 26 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 2,847 tok
OrlojHQ/orloj orloj.dev An orchestration runtime for multi-agent AI systems. Declare agents, tools, and policies a 118 Claude Code, Codex, Cursor, OpenCode 3 570 tok
reliverse/experiments reliverse.org Experimental projects, prototypes, and early ideas from the Reliverse and Bleverse ecosyst 118 Claude Code, Codex, Cursor, OpenCode 17 5,083 tok
CopilotKit/copilotkit-mcp-demo copilotkit-mcp-demo.vercel.app 114 Cursor 1 594 tok
spences10/sveltest sveltest.dev Comprehensive Svelte 5 testing examples and patterns using Vitest Browser Mode, Playwright 113 Claude Code, Codex, Cursor, OpenCode 4 4,106 tok
AlephantAI/AIephant-AI-Agent-Gateway alephant.io Alephant is an open-source AI Agent Gateway for routing, tracking, and controlling LLM usa 112 Cursor 1
textura-agency/next16-claude-starter AI-first Next.js 16 starter for animation-heavy sites, wired with an Obsidian vault & Clau 111 Claude Code, Codex, Cursor, OpenCode 7 1,409 tok
AntonHu/ai-coding-project A reference project for implementing AI Coding architectures, supporting all mainstream Ag 108 Claude Code, Codex, Cursor 16
sadiuysal/crawl4ai-mcp-server 🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping a 108 Claude Code, Cursor 2 5,754 tok
sonpiaz/evox evox-ten.vercel.app 106 Claude Code, Cursor 13 1,842 tok
vincanger/envelope-budgeting-test full-stack vibe coding template (envelope budgeting app) 103 Cursor 1 3,974 tok
nazarli-shabnam/clevis clevis.org Self-hosted GitHub security dashboard — tracks org security checks (MFA, branch protection 101 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 17 5,410 tok
UmairBaig8/okf-generator OKF v0.1 knowledge bundle generator — Claude skill + OpenCode integration 101 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 2,399 tok
VeriTeknik/pluggedin-app plugged.in The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discoveri 99 Claude Code, Cursor 3 2,788 tok
MarcoPorcellato/matryca-plumber Local-first AI daemon for Logseq OG: background semantic indexing, link hygiene, and agent 97 Claude Code, Codex, Cursor, OpenCode 13 3,655 tok
litefuse/litefuse litefuse.ai Litefuse - Agent Observability and Evaluation Platform 96 Claude Code, Codex, Cursor, OpenCode 10 3,733 tok
LonelyHerbivore/Trellis-Herbivore Trellis-Meta 95 Claude Code, Codex, Cursor, OpenCode 38 3,579 tok
xiashao/KaiyanTool Kaixi AI integrates the entire film and television creation process into one powerful plat 94 Claude Code, Codex, Cursor, OpenCode 20 2,105 tok
leboncoin/spark-web main--69d967830091f4360fd30d22.chromatic.com ✨ Simple, Modular & Accessible UI Components for your React Applications 93 Claude Code, Codex, Cursor, OpenCode 17 769 tok
petrowsky/agentic-fm agentic-fm.com An open source project designed to assist AI in guided deterministic FileMaker code output 92 Codex, Cursor, OpenCode 26 8 tok
d3mocide/Sovereign_Watch Distributed Multi-INT Fusion Center designed for decentralized situational awareness. 92 Claude Code, Codex, Cursor, OpenCode 28 4,475 tok
marcusgoll/Spec-Flow Turn product ideas into production launches with Spec-Driven Development. Repeatable Claud 92 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 6,294 tok
HoangYell/markdy-com markdy.com 🎬 Open-source animated architecture diagrams as code. Diagram-native DSL, 17 layout engin 90 Claude Code, GitHub Copilot, Cursor 4 426 tok
Bike4Mind/bike4mind bike4mind.com The open-core AI workbench — notebooks, agents, RAG, voice, and images across any model: O 89 Claude Code, Cursor 2 4,243 tok
rwliebs/Dossier dossierbuilds.app Visual planning and context control for shipping big apps with AI coding. Build from scrat 88 Claude Code, Codex, Cursor 30
elliot35/deterministic-agent-control-protocol npmjs.com Governance gateway for AI agents — bounded, auditable, session-aware control with MCP prox 88 Cursor 1
fancy1108/Clutch fancy1108.github.io Local AI multi-agent orchestration desktop app (Tauri · LangGraph) 88 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 5,126 tok
Weaverse/shopify-hydrogen-skills weaverse.io Dedicated agent skills for building, upgrading, and maintaining Shopify Hydrogen storefron 87 Codex, Cursor, OpenCode 2 1,251 tok
ThreeMoonsLab/agents-shipgate threemoonslab.com The deterministic merge gate for AI-generated agent capability changes — a local-first, st 87 Claude Code, Codex, Cursor, OpenCode 5 19,012 tok
the-cafe/git-ai-commit pypi.org let AI write your commit messages 87 Claude Code, Cursor 2 617 tok
qpd-v/mcp-DEEPwebresearch Enhanced MCP server for deep web research 86 Cursor 1 62 tok
wiseman/osm-mcp Model Context Protocol server for OpenStreetMap data 86 Cursor 1 398 tok
ly1836/spring-ai-rag-demo Production-ready ERP AI assistant based on Spring AI 2.0 with RAG, Tool Calling, chat memo 85 Claude Code, Cursor 25
WayneJin0918/Omni-Rewriter waynejin0918.github.io Open agentic prompt-expansion harness for image and video generation, bridging polished de 84 Codex, Cursor, OpenCode 4 141 tok
agency-ai-solutions/agency-starter-template agency-swarm.ai 83 Claude Code, Codex, Cursor, OpenCode 13 1,986 tok