How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
boostcampwm-2024/web05-Denamu denamu.dev A place where developers' stories grow, Denamu 🎄 67 Claude Code, GitHub Copilot 12 2,521 tok
LaurentZuijdwijk/agention-marshall Coding agent 66 Codex, OpenCode 1 1,528 tok
f/check-ai Audit any repository for AI-readiness. 66 Claude Code, Codex, OpenCode, Windsurf 3 2,791 tok
ssuixinsuoyu/zede-zero-learning-roadmap Starting from the origin and approaching true knowledge indefinitely. A goal-driven, evide 66 Claude Code, Codex, Gemini CLI, OpenCode 3 365 tok
mailtrap/mailtrap-mcp mailtrap.io Official Mailtrap MCP server — over 125 tools to send email from Claude, Cursor, VS Code & 66 Claude Code 1 3,691 tok
chihebnabil/lovable-boilerplate nextlovable.com A Lovable-inspired React boilerplate that brings no-code AI UI generation into clean code. 66 Claude Code, GitHub Copilot 11 14,470 tok
anchildress1/awesome-github-copilot My ongoing WIP 🏗️ AI prompts, custom agents, skills & instructions - curated by me (and C 66 Codex, GitHub Copilot, OpenCode 2 428 tok
ahmed3elshaer/everything-claude-code-mobile Makes Claude code mobile first 66 Claude Code, Codex, GitHub Copilot, OpenCode 75 629 tok
AlekseiUL/sprut-agent-kit t.me Ready-to-use AI agent with soul, memory, and 23 skills for ClaudeClaw ⚡ 66 Claude Code, Codex, OpenCode 1 1,171 tok
verygoodplugins/mcp-automem automem.ai MCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vec 66 Claude Code, Codex, OpenCode 2 10,074 tok
s0vers/next-app-i18n-starter next-app-i18n-starter.vercel.app A humble Next.js 16 starter: Server Components, i18n with middleware, shadcn UI, light/dar 66 Codex, OpenCode 1 1,418 tok
openSVM/solana-mcp-server opensvm.github.io solana mcp sever to enable solana rpc methods 66 Claude Code 10 1,821 tok
byenzyme/enzyme-skill Agent Skill for exploring Obsidian vaults with Enzyme — self-contained, cross-agent compat 66 Claude Code 1 185 tok
bartholomej/node-csfd-api ČSFD API in JavaScript. Amazing NPM library for scrapping csfd.cz. Now with MCP server 66 Claude Code, Codex, OpenCode 4 932 tok
Benboerba620/daily-watchlist AI-powered stock watchlist and daily market report workflow for Claude Code. Track movers, 66 Claude Code 6 324 tok
theo-kirby/cadex cadex.digital an agentic engine for full stack robot creation (CAD, CAM, ML, URDF, etc.) 66 Claude Code, Codex, OpenCode 5 3,898 tok
drpwchen/paper-fetch drpwchen.com Publisher-aware full-text PDF fetcher — DOI in, PDF out via OA → publisher TDM APIs → your 66 Claude Code, Codex, OpenCode 2 4,342 tok
ykdojo/paper-search Claude Code plugin for searching 250M+ academic papers via OpenAlex. Search by keyword, lo 66 Claude Code 1 146 tok
alexlenk/ecowitt_local Home Assistant custom integration for Ecowitt weather stations via local web interface 66 Claude Code 1 9,707 tok
auxten/clickmem Agent memory built on chDB(ClickHouse embedded) 66 Claude Code, Codex, OpenCode 1 1,104 tok
vichhka-git/opencode-shannon-plugin AI Penetration Testing Plugin for OpenCode — Autonomous pentesting with 600+ Kali Linux t 66 Codex, OpenCode 1 1,881 tok
AgriciDaniel/claude-code-essentials-vs-code agricidaniel.com 🚀 Claude Code & VS Code essentials — complete setup guide, extensions, slash commands, sk 66 Claude Code 1 179 tok
bug-ops/zeph bug-ops.github.io A memory-first AI agent that remembers why decisions were made — not just the last message 66 Codex, GitHub Copilot, OpenCode 5 3,664 tok
loiane/specs-driven-development-spring-angular Spec-Driven Development toolkit for Spring Boot 4 — tri-platform workflow (Claude Code · G 66 Claude Code, GitHub Copilot 9 2,942 tok
pabpereza/kali-mcp AI Agent implementation to automate ethical hacking tasks. Use it with responsibility. 66 Claude Code, Codex, OpenCode 8 3,420 tok
ebibibi/ebi-agent-chat-relay One cockpit for all your coding agents: a web console (plus Discord & Teams) to run Claude 66 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 15 8,545 tok
yylo-dev/yylo yylo.dev YYLO (why-lo): AI coding-agent orchestration CLI with equivalent yylo and yy launchers. 66 Claude Code 4 —
appautomaton/presentation appautomaton.com A business question goes in. A consulting-grade deck comes out. Four composable skills for 66 Claude Code, Codex, OpenCode 2 1,796 tok
RohanAnandPandit/trading212-mcp-server docs.trading212.com The Trading212 MCP server is a Model Context Protocol server implementation that provides 66 Codex, OpenCode 2 260 tok
platformatic/mcp 66 Claude Code 1 1,699 tok
cosmix/loom A Rust-based agent orchestrator enabling a swarm of Claude Code instances building softwar 66 Claude Code 1 354 tok
PatrykIti/blender-ai-mcp [Project discontinued] Production-shaped MCP server for Blender with goal-first routing, c 66 Codex, OpenCode 1 5,413 tok
quantskills/agent-quantspace AI-native quantitative research framework 66 Claude Code, Codex, OpenCode 2 2,533 tok
RealDealCPA-VR/Iron-Jarvis realdealcpa.ai A local-first AI control plane for orchestrating agents, models, tools, and machines from 66 Claude Code, Codex, OpenCode 3 353 tok
gigioneggiando/argo gigioneggiando.com LLM-native static vulnerability detection: point it at a repo and get a reviewable vuln re 66 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,890 tok
caid-technologies/OpenCAD modular, service-oriented CAD 66 Claude Code 1 —
OptimNow/cloud-finops-skills optimnow.io Cloud FinOps Skill & MCP by OptimNow. FinOps Foundation aligned knowledge for AI agents: c 66 Claude Code, Codex, OpenCode 2 19,050 tok
Patrick-code-Bot/nautilus_AItrader AI-powered cryptocurrency trading bot using DeepSeek and NautilusTrader 66 Claude Code, Codex, OpenCode 2 687 tok
kimimgo/awesome-ai-cae A curated list of 100+ AI-ready tools for Computer-Aided Engineering, ranked by an AI-Read 66 Claude Code 1 925 tok
rse/ase ase.tools Agentic Software Engineering (ASE) 66 Claude Code, Codex, OpenCode 2 5,697 tok
everruns/everruns everruns.com Headless durable agentic harness engine. Run durable AI agents reliably and scalably. 66 Claude Code, Codex, OpenCode 12 2,022 tok
tmustier/pine-of-glass Small observability and context management extensions for the Pi coding agent 66 Codex, OpenCode 1 1,128 tok
grahama1970/claude-task-runner 66 Claude Code 1 3,119 tok
pavanbadempet/AI-Healthcare-System pavanbadempet.github.io AI Healthcare System & Clinical Data Platform. Combines a Databricks Medallion Lakehouse ( 66 Codex, GitHub Copilot, OpenCode 5 2,442 tok
exasim-project/NeoFOAM Platform portable examples for OpenFOAM 66 Claude Code 2 867 tok
Dhairya3391/kari Kari just a tui for getting media from providers and playing it in your media player with 66 Codex, OpenCode 1 717 tok
kahliburke/Kaimon.jl kahliburke.github.io MCP server giving AI agents full access to Julia's runtime via a live Gate — code executio 66 Claude Code 1 67 tok
AzureAD/microsoft-authentication-library-common-for-objc Common code used by both the Active Directory Authentication Library (ADAL) and the Micros 66 Claude Code, GitHub Copilot 2 923 tok
genlayerlabs/genlayer-docs genlayer-docs.vercel.app 66 Claude Code 4 1,265 tok
dataiku/dataiku-headless 66 Claude Code, Codex, OpenCode 2 1,607 tok