How real projects configure their agents

44,969 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
ryanmazzolini/minimal-godot-mcp Lightweight MCP server bridging Godot LSP to MCP clients for GDScript validation 47 Claude Code, Codex, OpenCode 2 306 tok
microsoft/DataFactory.MCP nuget.org 47 Claude Code, Codex, GitHub Copilot 15 524 tok
memex-lab/dart_agent_core memexlab.ai Dart framework for stateful AI agents: tool use, skills, sub-agent delegation, planning, s 47 Codex, OpenCode 1 1,450 tok
UnicomAI/wanwu-workflow This project is a secondary development based on the coze-studio project and follows its A 47 Claude Code 2 1,417 tok
aws-samples/sample-kiro-cli-prompts-for-product-teams 47 Claude Code, Cursor, Kiro 30 37,351 tok
cp-yu/cc-switch-web All-in-One AI CLI Management Platform for Claude Code, Codex & Gemini - Provider switchi 47 Claude Code, Codex, GitHub Copilot 18 —
xifandev/KimiCodeBar xifandev.github.io A lightweight usage monitoring tool built specifically for KimiCode, running in the menu b 47 Codex, OpenCode 1 1,816 tok
vtex/skills 40 AI agent skills for VTEX platform development. Install with: gh skill install vtex/skil 47 Codex, OpenCode 1 2,185 tok
CiscoDevNet/meraki-magic-mcp-community Meraki Dashboard MCP server 47 Codex, OpenCode 1 467 tok
gmickel/outlookctl gmickel.github.io Local CLI for automating Classic Outlook on Windows via COM. Includes a Claude Code/Codex 47 Claude Code 1 1,620 tok
memoryforensics1/windbg-mcp C# MCP server for kernel & user-mode Windows debugging — DbgEng COM, KDNET, Frida, dbgsrv, 47 Claude Code 1 1,657 tok
mostlyharmfuleconometrics/lean-hansen-econometrics mostlyharmfuleconometrics.github.io formalizing econometrics 47 Claude Code, Codex, OpenCode 2 4,165 tok
loonghao/auroraview loonghao.github.io A blazingly fast, lightweight WebView framework for DCC (Digital Content Creation) softwar 47 Claude Code, Codex, OpenCode 24 1,325 tok
KonstantinMB/exploreyc exploreyc.com Explore the Y Combinator portfolio: AI idea validator, success predictor, live hiring boar 47 Claude Code 1 1,153 tok
UseJunior/safe-docx safedocx.com Safe DOCX suite: docx-primitives, docx-comparison, safe-docx MCP server 47 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 9 2,712 tok
seandavi/lifeos-template An opinionated, agentic life-OS for Claude Code — a markdown vault with daily/weekly/quart 47 Claude Code 1 2,335 tok
DezXBT/AgentX Agent-first X/Twitter client in Go — JSON envelope per command, multi-account, cookie-safe 47 Codex, OpenCode 1 760 tok
frankxai/claude-skills-library frankx.ai Agent Skills for Claude Code and skills-aware runtimes: MCP, design, code review, workflow 47 Claude Code, Codex, OpenCode 2 2,119 tok
CheshireMew/meta-skills Create, refactor, audit, migrate, and validate Codex agent skills 47 Codex, OpenCode 1 641 tok
BetaBots-LLC/callimachus callimachus.app One local, searchable index of your AI coding-agent history Claude Code, Codex, Cursor, Ge 47 Claude Code 1 3,852 tok
InsForge/insforge-skills Agent Skills for InsForge 47 Claude Code, Codex, OpenCode 2 1,125 tok
slash9494/ai-config-sync-manager Bidirectional sync for Claude Code and Codex — instructions, skills, agents, MCP servers, 47 Claude Code, Codex, OpenCode 2 761 tok
anthony-chaudhary/fak anthony-chaudhary.github.io Agentic Runtime 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 80 15,772 tok
trsdn/markitdown-mcp 📄 Professional MCP server for converting 29+ file formats to Markdown - Perfect for Claud 47 Codex, OpenCode 1 5,909 tok
jmrplens/gitlab-mcp-server docs.jmrp.io Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 850+ Git 47 Claude Code, Codex, GitHub Copilot, OpenCode 36 53,555 tok
erp-mafia/fortnox-mcp fortnox-mcp.vercel.app 47 Claude Code 1 —
claude-dev-suite/claude-dev-suite Point it at a repo and it configures your AI coding assistant for that stack: agents, fram 47 Claude Code 1 7,859 tok
kts982/mcp-sap-gui pypi.org MCP server that lets AI assistants work in SAP GUI for Windows: read screens and tables, f 47 Claude Code, Codex, OpenCode 4 1,172 tok
EastStarAI/sanad-agent sanad.eaststarai.com Open-source AI agent and cross-platform client for local and remote development workflows. 47 Claude Code, Codex, OpenCode 18 3,560 tok
Dicklesworthstone/frankengit Git-compatible, agent-native, repairable, self-hostable code forge and GitHub alternative. 47 Codex, OpenCode 1 6,658 tok
new-xp/ultrademo ultrademo.net Moved to github.com/ultrademo-hq/ultrademo. This is the original Ultrademo skill; it still 47 Codex, OpenCode 1 573 tok
apexcheng/yingdao-xbot-ai-agent Yingdao xbot AI Agent development knowledge base|Yingdao coding edition API, RPA automatio 47 Codex, OpenCode 1 890 tok
Mrsandman327/OpenCode-Client A visual client for OpenCode 47 Claude Code, Codex, OpenCode 2 513 tok
hyeonsangjeon/Repolis hyeonsangjeon.github.io 🏙️ Public GitHub repos become a walkable 3D town. Traffic shapes the buildings, residents 47 Codex, OpenCode 1 9,202 tok
flamexnreal/davinci-resolve-ai-bridge-mcp DaVinci Resolve (Free Version and Studio) MCP server for Claude, Cursor, Codex, and Antigr 47 Codex, OpenCode 1 777 tok
GAJETOso/financeskills AI-powered skills for financial professionals. Comprehensive collection of finance, accoun 47 Claude Code, Codex, OpenCode 2 1,966 tok
gracefullight/krds krds.gracefullight.dev Theme & components for the Korea Design System (krds.go.kr) — MUI v7 + Tailwind v4 / Base 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 5,534 tok
jvgomg/podkit jvgomg.github.io 🔄🎵Modern TypeScript toolkit and CLI for managing iPods 47 Claude Code, Codex, OpenCode 5 7,021 tok
prassamin/fetchy gofetchy.pras.me Fetchy is the ultimate free video downloader that allows you to download videos and photos 47 Gemini CLI 1 925 tok
schwehr/noaadata vislab-ccom.unh.edu Pure python AIS decode and encode 47 Codex, OpenCode 1 1,936 tok
extsoft/elegant-git elegant-git.extsoft.pro Elegant Git is an assistant who carefully automates routine work with Git. 47 Codex, OpenCode 1 86 tok
liatrio/liatrio-otel-collector openo11y.dev The Liatrio distribution of the OpenTelemetry Collector 47 Claude Code, Codex, OpenCode 6 3,532 tok
workos/skills 46 Claude Code, Codex, OpenCode 2 3,518 tok
xmm/codex-bmad-skills BMAD skills and workflows for OpenAI Codex (App, CLI, Web): intent-based execution, YAML p 46 Codex, OpenCode 1 681 tok
belumume/claude-skills Personal collection of Claude skills - growing as I discover patterns and solve real-world 46 Claude Code 1 355 tok
lihaoze123/cptracker competitive-programming-tracker.netlify.app 46 Claude Code, Codex, OpenCode 15 153 tok
kylehughes/the-unofficial-swift-programming-language-skill The Swift Programming Language, packaged as a Skill for LLMs. 46 Claude Code, Codex, OpenCode 2 1,021 tok
amaar-mc/wit Agent coordination protocol — declare intents, lock symbols, detect conflicts before code 46 Claude Code 1 770 tok
kOlapsis/herald kolapsis.github.io The self-hosted MCP bridge between Claude Chat and Claude Code. 46 Claude Code 1 6,216 tok
NYCU-Chung/claude-line-channel LINE Messaging API channel plugin for Claude Code 46 Claude Code 1 1,159 tok