How real projects configure their agents

32,566 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 agents8,593Claude Code6,906Git and workflow3,640Data and AI3,579Backend and APIs3,563Languages3,497Planning3,327Code review2,909Testing2,708DevOps and cloud2,500Writing and docs2,487Memory and context2,373Frontend2,320Research2,320Security2,182Project management1,993

All Claude Code32,566 Codex24,956 OpenCode23,878 GitHub Copilot3,727 Gemini CLI2,042 Cursor1,771 Windsurf203 Kiro118

Project Stars Configures Files Always loaded
YawLabs/npmjs-mcp yaw.sh npm registry MCP server — package intelligence, security audits, and dependency analysis f 5 Claude Code 2 —
mjbommar/kernel-lore-mcp pypi.org MCP + REST server exposing fast search over Linux kernel mailing list archives (lore.kerne 5 Claude Code 1 4,948 tok
consetto/calmcp consetto.com Cloud ALM MCP Server. Supports Tasks, Projects, Features, Requirements, Documents, Tests, 5 Claude Code, Codex, OpenCode 2 1,478 tok
nikosavola/k-ruoka-mcp nikosavola.github.io MCP server for managing K-Plussa account's K-Ruoka (Finnish grocery) shopping cart from an 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,937 tok
0xZoharHuang/garment-cad-mcp Agent-safe transactional garment CAD tooling for Valentina, GarmentCode, and remote Warp s 5 Claude Code, Codex 2 —
mishan/assetto-mcp MCP server that turns an AI assistant into your race engineer for Assetto Corsa — records 5 Claude Code, Codex, OpenCode 2 129 tok
matematicsolutions/mcp-eureka MCP server for Polish tax interpretations (KIS/MF) via EUREKA (eureka.mf.gov.pl). 550k+ do 5 Claude Code, Codex, OpenCode 2 953 tok
sjhorn/single_child_two_dimensional_scroll_view flutter package for a box in which a single widget can be scrolled in two dimensions 5 Claude Code 10 834 tok
trilitech/octez-manager 5 Claude Code, Codex, OpenCode 11 4,662 tok
antosubash/SimpleModule app.simplemodule.dev 5 Claude Code, Codex, OpenCode 15 4,172 tok
upstars-global/cardona-core-service 5 Claude Code, Codex 23 1,084 tok
ProjectLiminality/DreamTalk A programmatic animation library extending the ancient modality of SandTalk into the digit 5 Claude Code 2 4,106 tok
piperendervt-glitch/sdnd-template 5 Claude Code 5 874 tok
badbread/VoxWatch voxwatch.dev AI-powered security deterrent — detects people on cameras, uses AI vision to describe them 5 Claude Code 1 —
chatman-media/lead-engine exchanges.agency AI sales-funnel engine — Telegram, WhatsApp & web widget, RAG, visa pipeline, admin UI, Po 5 Claude Code, Codex, OpenCode 17 4,628 tok
tbuczen/LARPilot larpilot.com App for aiding the process of creating and managing LARPs 5 Claude Code, Codex, OpenCode 4 7,156 tok
kostadis/CampaignGenerator 5 Claude Code, Codex 14 10,200 tok
AhmedAlnasser2000/REZANOVA-CAS-CALCULATOR Rezanova CAS CLASSWIZ (or simply Rezanvoa CAS) is an open-source symbolic calculator and 5 Claude Code, Codex, Gemini CLI, OpenCode 3 5,736 tok
drujensen/aiagent Build an AI Agent using Go Language 5 Claude Code, Codex, OpenCode 41 3,484 tok
lionshilov/Forge From raw idea to shipped MVP with a team of specialist AI agents inside Claude Code. Zero 5 Claude Code, Codex, OpenCode 22 2,830 tok
jmalovera10/excanon Elixir Rule Engine 5 Claude Code, Codex, OpenCode 26 1,502 tok
bountonw/translate 5 Claude Code 35 2,093 tok
kamiletar/letar forms.letar.best Open workshop: schema-driven forms for React, Vue and Angular (@letar/forms), plus a monor 5 Claude Code, Codex, OpenCode 7 5,785 tok
MoonCellar-Team/MoonCellar mooncellar.space Game tracking database with a wheel of fortune — Next.js 16, React 19, TypeScript 5 Claude Code, Codex, OpenCode 12 5,077 tok
0xSoftBoi/suwappubot suwappu.bot Cross-chain DEX infrastructure for humans and AI agents — swap tokens across 14 chains via 4 Claude Code, Codex, OpenCode 44 6,340 tok
jovandyaz/knowtis-app knowtis.app Collaborative notes with an AI that reads, edits, and studies alongside you. 4 Claude Code, Codex, OpenCode 13 826 tok
semihkayan/codeweave-mcp npmjs.com MCP server that gives AI agents semantic search tool. Builds AST, call graphs, type graphs 4 Claude Code 10 1,950 tok
cockroachdb/claude-plugin CockroachDB development plugin for Claude 4 Claude Code, Codex, OpenCode 2 754 tok
toolkit-ai/magnet-mcp-server An MCP server for interacting with Magnet (magnet.run) 4 Claude Code 9 507 tok
aeriondyseti/vector-memory-mcp A local-first MCP server providing semantic memory storage with RAG-powered context re 4 Claude Code 1 2,697 tok
citarreikee/AGuild 4 Claude Code 1 267 tok
RFingAdam/mcp-cst-studio MCP server for CST Studio Suite — antenna design, RF simulation, and PCB layout 4 Claude Code 1 1,458 tok
syf2211/ruledoctor skills.sh Agent Skill: read CLAUDE.md & project rules before coding. Optional CLI audit + hooks. Cla 4 Claude Code, Codex, OpenCode 4 215 tok
klodr/mercury-invoicing-mcp Mercury Banking MCP server with full Invoicing API support. Read accounts/transactions and 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,618 tok
fullstackdegen/agent-audit npmjs.com Turn Lighthouse audits into coding-agent tasks. 4 Claude Code, Codex, OpenCode 2 1,113 tok
cmeans/mcp-clipboard pypi.org MCP server that reads and writes your system clipboard — tables, text, code, JSON, URLs, i 4 Claude Code 1 1,965 tok
theYahia/yandex-direct-mcp MCP server for Yandex Direct — PPC campaigns, ads, keywords, stats (Russia). Part of WWmcp 4 Claude Code 1 —
Warmplane/warmplane A Local Control Plane for Deterministic, Token-Efficient MCP Operations 4 Claude Code, Codex, OpenCode 3 1,157 tok
yongchane/skala-review-skill A question-based review and platform-specific study note generation Skill for SKALA studen 4 Claude Code 1 —
Laotree/logs-locally-plugin laotree.github.io Browse Claude Code & Pi agent session logs (SQLite + web UI) with session scoring and GitH 4 Claude Code 1 1,485 tok
astetic-dev/taurus Taurus - a Windows desktop launcher that runs multiple Claude Code agents as embedded term 4 Claude Code 1 896 tok
teambrilliant/claude-peek macOS notch status surface for Claude Code — track sessions, approve permissions, read con 4 Claude Code 2 633 tok
barkain/madrox Madrox — Multi-Agent Orchestrator for Claude & Codex. MCP server that spawns, delegates, a 4 Claude Code 1 3,714 tok
rhowardstone/AI-Job-Coach Democratized access to elite "career coach" methodology via Claude Code, for relationship- 4 Claude Code 7 —
hanzhangzzz/burnkit npmjs.com AI coding workflow pressure toolkit — Claude Provider Router, iTerm2 Tab Color, Burn AI 4 Claude Code, Codex, OpenCode 2 416 tok
Priyans-hu/tokenmeter priyans-hu.github.io macOS menu bar app for Claude Code token usage visualization 4 Claude Code, GitHub Copilot, Cursor 3 1,216 tok
zebbern/termstack An open-source agentic vibe coding platform that helps you build your own platform (Claude 4 Claude Code, GitHub Copilot 12 15,538 tok
jeremieb/swift-unit-test-instructions A reusable framework of Claude Code instructions for Swift, SwiftUI, and UIKit projects. 4 Claude Code 1 517 tok
5uck1ess/devkit A deterministic development harness for Claude Code — MCP workflow engine, enforcement hoo 4 Claude Code, Codex, OpenCode 2 2,250 tok
yunsii/wezdeck wezdeck.vercel.app A flight deck for your AI agents — multi-agent terminal platform built on WezTerm + tmux + 4 Claude Code, Codex, OpenCode 6 5,839 tok