How real projects configure their agents

43,608 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
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
TulipaEnergy/TulipaEnergyModel.jl An energy system optimization model that is flexible, computationally efficient, and acade 80 Codex, OpenCode 1 4,048 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
simonkurtz-MSFT/drawio-mcp-server A Model Context Protocol (MCP) server for programmatic diagram generation using Draw.io (D 79 GitHub Copilot 1 1,921 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
AgentAnycast/agentanycast Connect AI agents across any network — zero config, encrypted, skill-based routing 79 Cursor 1 473 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
ethpandaops/spamoor A powerful Ethereum transaction generator for testnets 79 Claude Code 1 868 tok
TSchonleber/brainctl A cognitive memory system for AI agents. Single SQLite file. MCP server included. 79 Claude Code 1 6,112 tok
Vortiago/mcp-azure-devops A Model Context Protocol (MCP) server enabling AI assistants to interact with Azure DevOps 79 Claude Code 1 1,878 tok
dragosroua/claude-assess-decide-do-mega-prompt dragosroua.com First human cognitive framework integrated into an LLM. Claude learns to detect if you're 79 Claude Code 9 584 tok
acogood/spain-dnv-consultant A personal LLM consultant for Spain's digital nomad residence permit (Ley 14/2013). Conver 79 Claude Code, Codex, OpenCode 16 3,620 tok
agodianel/esp32-claude-workbench Deterministic AI workflow for ESP32 firmware development — structured missions, implementa 79 Claude Code 1 1,549 tok
incubrain/foundry foundry.incubrain.org IncuBrain Foundry is a Nuxt 4 template optimised for creating AI-native businesses 79 Claude Code 4 1,101 tok
SeaC-25/Kali-Security-MCP Kali MCP is an autonomous multi-agent penetration testing system for LLMs that dynamically 79 Claude Code 1 2,387 tok
claude-world/claude-skill-antivirus Security scanner for Claude Code Skills — 9 engines detect malicious patterns, data exfilt 79 GitHub Copilot 1 31 tok
stock-programmer/limit-up-review Stock-Market Programmer’s Limit-Up Review is a full-featured AI stock analysis system spec 79 Claude Code 1 5,022 tok
gpt-cmdr/ras-commander clbengineering.com The RAS-Commander library provides a python API and agentic features for automating HEC-RA 79 Claude Code, Codex, OpenCode 71 3,336 tok
labring/sealos-skills sealos.io AI agent skills for Sealos — deploy any project, provision databases, object storage & mor 79 Claude Code, Codex, OpenCode 2 3,619 tok
sverklo/sverklo sverklo.com Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Code 79 Claude Code 1 406 tok
ParthKapoor-dev/devex devx.parthkapoor.me ⚡️ Devex — A Fast, Secure, and Scalable Repl-as-a-Service Platform built for Developers 🚀 79 Codex, OpenCode 1 1,913 tok
Dicklesworthstone/slb Two-person rule CLI for AI coding agents: peer review and approval required before running 79 Codex, OpenCode 1 8,620 tok
leehanchung/bing-search-mcp MCP Server for Bing Search API 79 Claude Code 1 1,294 tok
codemcp/workflows codemcp.github.io An MCP server who knows a development process and helps vibing the structured way 79 Claude Code 1
thetom42/perplexica-mcp MCP server for Perplexica 79 Claude Code 1 114 tok
wshaddix/dotnet-skills Claude Code skills and sub-agents for .NET Developers 79 Codex, OpenCode 1 50 tok
IBM/ibmi-mcp-server MCP server for IBM i systems 79 Claude Code, Codex, OpenCode 2 2,993 tok
oculairmedia/Letta-MCP-server MCP server to manage letta server and comunicate with agents 79 Codex, OpenCode 1 2,358 tok
tech4idea/viforge ViForge is a local-first AI collaboration workbench for creative and knowledge work. It he 79 Codex, OpenCode 1 1,036 tok
vamshi4001/saas-clawds 79 Codex, Cursor, OpenCode 2 1,571 tok
zeenix/rust-analyzer-mcp A Model Context Protocol (MCP) server that provides integration with rust-analyzer 79 Claude Code 1 1,007 tok
JKHeadley/instar instar.sh Persistent Claude Code agents with scheduling, sessions, memory, and Telegram. 79 Claude Code 15 5,924 tok
fastxyz/skill-optimizer Benchmark, evaluate, and optimize skills to ensure reliable performance across all LLMs 79 Claude Code, Codex, Gemini CLI, OpenCode 3 1,762 tok
shiquda/roadmap-skill npmjs.com Shared roadmap for humans and AI Agents. Visual kanban and graph for you, Skills and MCP s 79 Codex, OpenCode 1 1,828 tok
riemannzeta/patent_mcp_server MCP Server for USPTO data 79 Claude Code, Codex, OpenCode 2 3,475 tok
klubinskak/skilldex skilldex-web-tau.vercel.app Skilldex is a local-first desktop dashboard for developers to discover, organize, and favo 79 Codex, OpenCode 1 49 tok
Oscaner/skills About Skills for Real Engineers. Straight from my experience. 79 Claude Code 1 1,176 tok
AndyEverything/openproject-mcp-server A Model Context Protocol (MCP) server that provides seamless integration with OpenProject 79 Claude Code 9