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
IBM/ibmi-mcp-server MCP server for IBM i systems 89 Claude Code, Codex, OpenCode 2 2,977 tok
synadia-ai/synadia-agents SDKs and reference implementations for the Synadia Agent Protocol for NATS 89 Claude Code 2 4,554 tok
AgoraIO/skills The fastest way to build real-time Conversational AI and Voice Agents with Claude Code, Cu 89 Claude Code, Codex, OpenCode 2 1,762 tok
netresearch/agent-rules-skill Agent Skill for generating AGENTS.md files following the agents.md convention | Claude Cod 89 Claude Code, Codex, OpenCode 2 710 tok
CodingWithCalvin/VS-MCPServer marketplace.visualstudio.com VS MCP Server exposes Visual Studio features through the Model Context Protocol (MCP), ena 89 Claude Code 1 2,997 tok
Arcadia-1/analog-agents arcadia-1.github.io 12 agentic skills for analog IC design — architecture, sizing, verification, cross-model r 89 Codex, OpenCode 1 2,489 tok
Vortx-AI/emem emem.dev Epistemic settlement layer. Shared, external and verifiable. 89 Claude Code, Codex, Gemini CLI, OpenCode 2 2,970 tok
netresearch/claude-code-marketplace netresearch.github.io Curated Agent Skills collection for AI-assisted development. Open standard — agentskills.i 89 Claude Code, Codex, Gemini CLI, OpenCode 3 2,552 tok
armpro24-blip/cad-cae-copilot CAD/CAE Copilot — an AI-native CAD/CAE/CAX workbench for AI agents. Text-to-CAD, text-to-C 89 Claude Code, Codex, GitHub Copilot, OpenCode 3 48,245 tok
akutishevsky/nutrition-mcp nutrition-mcp.com A remote MCP server for personal nutrition tracking — log meals, track macros, and review 89 Claude Code 1 31,533 tok
ferdousbhai/tasty-agent Let Claude manage your tastytrade portfolio. 89 Claude Code, Codex, OpenCode 2 877 tok
jerichosequitin/metabase-mcp claude.ai A high-performance Model Context Protocol server for AI integration with Metabase analytic 89 Codex, OpenCode 1 599 tok
hugoguerrap/crypto-claude-desk Multi-agent cryptocurrency intelligence system built with Claude Code. 6 AI agents, 66 MCP 89 Claude Code 1 3,639 tok
flick-git-anhnv/claude 88 Claude Code 51 26,704 tok
DrugClaw/DrugClaw drugclaw.com 💊 AI Research Assistant for Accelerated Drug Discovery. 🦞 88 Claude Code, Codex, OpenCode 2 3,050 tok
Sakura-501/XSStrike-go XSStrike-go 88 Codex, OpenCode 1 1,010 tok
areweai/tsgram-mcp TSGram - Telegram MCP Server for local Claude Code integration - debug and vibe code on th 88 Claude Code 2 2,678 tok
alibaba/opc-starter 88 Codex, GitHub Copilot, OpenCode 2 3,381 tok
rwliebs/Dossier dossierbuilds.app Visual planning and context control for shipping big apps with AI coding. Build from scrat 88 Claude Code, Codex, Cursor 30 —
harryworld/Xcode26-Agent-Skills 88 Codex, OpenCode 1 1,584 tok
liuzhengdongfortest/MA 88 Claude Code, Codex, OpenCode 2 2,241 tok
ivangrynenko/cursorrules A set of cursor rules for Cursor AI IDE that support PHP, Python, JavaScript and Drupal-sp 88 Claude Code, Codex, OpenCode 2 4,002 tok
Rx782-Fss/claude-howto-zh 🇨🇳 Complete Chinese translation of claude-howto · Based on luongnv89/claude-howto 88 Claude Code 2 —
geekjourneyx/md2wechat-lite md2wechat.app 📝 md2wechat Lite | Lightweight CLI for formatting Markdown for WeChat Official Accounts, 88 Claude Code, Codex, OpenCode 2 2,525 tok
deivid11/obsidian-claude-code-plugin Interactive Claude Code integration for Obsidian 88 Claude Code 1 379 tok
fltman/project-scaffolder 88 Claude Code 8 2,280 tok
firerlAGI/TraeClaw 88 Codex, OpenCode 1 1,004 tok
denolfe/dotfiles :floppy_disk: dotfiles for macOS - includes zsh, claude, hyper key, global shortcuts, and 88 Claude Code 1 1,733 tok
liwala/sheal liwala.dev self-healing and self-learning loop for coding agents 88 Claude Code, Codex, OpenCode 5 3,229 tok
qpd-v/mcp-DEEPwebresearch Enhanced MCP server for deep web research 88 Cursor 1 62 tok
bijutharakan/multi-agent-squad Production-ready multi-agent orchestration framework for Claude Code. Features specialized 88 Claude Code 8 1,041 tok
cmblir/Myco 88 Claude Code 1 251 tok
autohandai/commander autohand.ai Commander, your AI coding commander centre for all you ai coding cli agents 88 Codex, OpenCode 1 2,227 tok
guyskk/claude-code-config-switcher Switch between multiple Claude Code providers (Kimi, GLM, MiniMax, etc.) with a single com 88 Claude Code 1 1,305 tok
Stewie-pixel/claude-with-leetcode Daily Leetcode masterclass with Claude code DSA mentor 88 Claude Code 1 827 tok
Rune-kit/rune Less skills. Deeper connections. A lean, interconnected skill ecosystem for Claude Code. 88 Claude Code 1 3,005 tok
andrewstellman/quality-playbook The Quality Playbook is an open-source skill that turns AI coding agents into rigorous qua 88 Codex, OpenCode 1 9,607 tok
SabrinaRamonov/ai-coding-rules My CLAUDE.md file AI coding rules 88 Claude Code 1 2,427 tok
gnuboard/g7 sir.kr Gnuboard7 (그누보드7) - Open-source CMS & e-commerce platform built with Laravel 12 + React 88 Codex, OpenCode 1 3,730 tok
THU-Team-Eureka/EurekAgent EurekAgent: an autonomous research system for metric-driven tasks, built with Claude Code. 88 Claude Code 4 —
cesarandreslopez/sidekick-agent-hub cesarandreslopez.github.io See what your AI coding agent is doing. Multi-provider assistant & session monitor for VS 88 Claude Code, Codex, OpenCode 2 8,727 tok
themoah/klag new kafka lag exporter: lightweight and extendable. 88 Claude Code, Codex, OpenCode 2 7,596 tok
synaptic-ai-consulting/AAMAD A Context Engineering Framework for AI-Assisted Multi Agent Applications Development 88 Claude Code, Cursor 6 —
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 88 Claude Code, Codex, GitHub Copilot, OpenCode 14 4,457 tok
wshaddix/dotnet-skills Claude Code skills and sub-agents for .NET Developers 88 Codex, OpenCode 1 50 tok
ignaciohermosillacornejo/copilot-money-mcp ignaciohermosillacornejo.github.io MCP server for Copilot Money App - AI powered personal finance queries using local data 88 Claude Code, Codex, Gemini CLI, OpenCode 5 3,993 tok
promovaweb/specsfy promovaweb.com O Specsfy ajuda você a transformar uma ideia em software testado sem espalhar requisitos, 88 Codex, OpenCode 1 1,421 tok
851-labs/tokenmaxxing tokenmaxxing.sh A local CLI, built on ccusage, that syncs your token usage with everyone else. 88 Claude Code, Codex, OpenCode 2 1,212 tok
lamost423/dsh-maze npmjs.com DeepSeek Harness's execution maze — see how Agents really work: maze timeline · data track 88 Codex, OpenCode 1 604 tok
GenWaveLLC/svgmaker-mcp svgmaker.io Model Context Protocol server for SVGMaker - AI-powered SVG generation and editing. Seamle 88 Claude Code 1 —