How real projects configure their agents

32,137 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
major7apps/pensyve pensyve.com Universal memory runtime for AI agents 81 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 11 11,654 tok
solana-foundation/solana-mcp-official mcp.solana.com 81 Claude Code, Codex, OpenCode 3 92 tok
j5ik2o/okite-ai 81 Claude Code, Codex, Gemini CLI, OpenCode 39 5,523 tok
jjanczur/tyran jjanczur.github.io A task conductor for Claude Code that gets better the more you use it. Multi-agent orchest 80 Claude Code 1 1,811 tok
tyxben/roboot Personal AI agent hub on macOS — iTerm2 sessions, voice, web console, Telegram, Cloudflare 80 Claude Code 1 8,216 tok
StefanMaron/AL-Dependency-MCP-Server 80 Claude Code 10 1,534 tok
pulsemcp/mcp-servers MCP (Model Context Protocol) Servers authored and maintained by the PulseMCP team. We buil 80 Claude Code, Codex, OpenCode 3 6,672 tok
Clayca/Pixelis A project aims to improve LLMs' pixel reasoning ability. 80 Claude Code, Codex, OpenCode 2 4,317 tok
cookyman74/my_harness Handling complex tasks with one giant prompt contaminates the context, repeats the same bl 80 Claude Code, Codex, OpenCode 14 2,880 tok
cloudrift-ai/emmy riftstack.ai Optimized GPU compiler for LLM inference. Choose from a list of optimized recipes or optim 80 Claude Code, Codex, OpenCode 11 7,446 tok
maqi1520/md2card-mcp-server md2card-mcp-server 80 Claude Code 1 1,071 tok
keep-starknet-strange/starknet-agentic starknet-agentic.com Smart contracts, tools, and skills for AI agents that transact on Starknet 80 Claude Code, Codex, OpenCode 2 5,008 tok
jasonhulbert/jetbrains-trash-panda-theme A theme for raccoons and other creatures of the night 80 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,704 tok
xgbj/sparse-mask-attention A high-performance CUDA operator for sparse Mask Attention on short sequences, optimized f 80 Claude Code 1 653 tok
polmarza/project-template 80 Claude Code 8 4,747 tok
liuxingqitd/skills-hub skills-hub.dev A local dashboard to manage AI coding agent skills — sync, install, and organize skills ac 80 Claude Code, Codex, OpenCode 2 1,465 tok
idoforgod/AgenticWorkflow 80 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 23 24,184 tok
ammonhaggerty/ai-coding-primer An open-source guidebook and starter kit for building full-stack products with Claude Code 80 Claude Code 1 545 tok
zd8899/TDAD tdad.ai Visual Test-Driven AI Development for AI Agents 80 Claude Code 1
thisguymartin/grove AI-native terminal workspace. One command to launch colored Zellij tabs per git worktree, 80 Claude Code 2 404 tok
postmelee/hyper-waterfall A human-governed AI coding workflow that distills ephemeral session context into persisten 80 Claude Code, Codex, OpenCode 2 1,432 tok
seojoonkim/agentlinter agentlinter.vercel.app ESLint for AI Agents — scoring, diagnosis, and automatic fixes for AGENTS.md/CLAUDE.md | P 80 Claude Code 1 225 tok
kirilxd/swe-interview-coach Turn Claude Code into your SWE interview coach — behavioral, system design & coding traini 80 Claude Code 1 2,874 tok
mituan-ai/PaperBanana-CN Scientific figure workbench with independent VLM/image connections, Chinese UI, and unifie 80 Claude Code, GitHub Copilot 4 445 tok
acryldata/mcp-server-datahub docs.datahub.com The official Model Context Protocol (MCP) server for DataHub (https://datahub.com) 80 Claude Code 2 592 tok
Innei/SKILL This repository stores personal AI Agent skills in a scalable directory layout. 80 Claude Code, Codex, OpenCode 3 4 tok
ignaciohermosillacornejo/copilot-money-mcp ignaciohermosillacornejo.github.io MCP server for Copilot Money App - AI powered personal finance queries using local data 80 Claude Code, Codex, Gemini CLI, OpenCode 5 3,218 tok
adrianosantostreina/delphi-dev Delphi development expert plugin for Claude Code — automatically applies Delphi Style Guid 80 Claude Code 1 1,640 tok
quboqin/template-agenticide-vibecoding quboqin.github.io 🤖 Customized Claude Code R&D workflow system—a Spec-Driven and Test-Driven AI agent team 80 Claude Code 1 2,858 tok
mit-network/everything-claude-code 80 Claude Code, Codex, Kiro 58
veithly/vibeshell The first SSH client built for AI agents. Let Claude Code, Codex, and other CLI agents man 80 Claude Code, Codex, OpenCode 3 3,251 tok
sathish316/pied-piper Pied Piper is a team of AI SubAgents that can autonomously/semi-autonomously work on long- 80 Claude Code, Cursor 15
woocommerce/woocommerce-paypal-payments wordpress.org 80 Claude Code, Codex, OpenCode 18 2,629 tok
cartridge-gg/controller x.cartridge.gg A self custodial embedded account to seamlessly play onchain games 80 Claude Code, Codex, OpenCode 20 2,222 tok
fruktoguo/daojie-yusheng dj.faith.wang 80 Claude Code, Codex, OpenCode 4 3,478 tok
alexhraber/flowhawk Real-time eBPF-powered network security monitor with AI-driven threat detection. Surfaces 80 Claude Code, Codex, Gemini CLI, OpenCode 3 2,799 tok
theSalted/alphalabel 79 Claude Code 1 2,222 tok
thephw/claude-meseeks Claude Code plugin that plays a Mr. Meeseeks voice line whenever Claude is waiting for you 79 Claude Code 1 1,788 tok
swt-labs/vibe-better-with-claude-code-vbw Vibe Better With Claude Code - You're not an engineer anymore. You're a prompt jockey with 79 Claude Code, Codex, GitHub Copilot, OpenCode 14 6,082 tok
TradingGoose/TradingGoose.github.io tradinggoose.github.io A Multi-Agents LLM Financial Trading Framework for both individual stock analysis & portfo 79 Claude Code 1 101 tok
TheArchitectit/agent-guardrails-template Template repository with AI agent guardrails, safety protocols, and sprint task framework. 79 Claude Code, GitHub Copilot, Windsurf 3 2,499 tok
cybrixcc/cybrix-skills cybrix.cc Claude Code skills for Cybrix — install via "claude plugin marketplace add cybrixcc/cybrix 79 Claude Code 1 1,603 tok
marimo-team/codemirror-mcp marimo-team.github.io CodeMirror extension to hook up a Model Context Provider (MCP) 79 Claude Code, Codex, OpenCode 2 218 tok
vhscom/private-landing private-landing.vhsdev.workers.dev 🔐 Learn authentication by building it right. An extensible, standards-compliant reference 79 Claude Code 1 1,808 tok
chongdashu/threejs-toonshooter A vibe coded threejs shooter arena using threejs agent skills 79 Claude Code 1
speedpy/speedpy speedpy.com Free, MIT-licensed Django SaaS boilerplate for the AI era — production-ready APIs, teams, 79 Claude Code, Codex, Cursor, OpenCode 3 20,862 tok
Devolutions/avalonia-extensions Custom Avalonia Themes developed by Devolutions 79 Claude Code, Codex, OpenCode 7 925 tok
panayiotism/claude-harness 79 Claude Code 2 701 tok
orual/pattern agent builder 79 Claude Code, Codex, OpenCode 4 1,420 tok
alexeykrol/coursevibecode 79 Claude Code, Codex, OpenCode 2 3,604 tok