How real projects configure their agents

32,517 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
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
Vortx-AI/emem emem.dev Epistemic settlement layer. Shared, external and verifiable. 89 Claude Code, Codex, Gemini CLI, OpenCode 2 2,936 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 35,074 tok
ferdousbhai/tasty-agent Let Claude manage your tastytrade portfolio. 89 Claude Code, Codex, OpenCode 2 877 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
yahor-punko/mavericks-os Orchestrate Claude Code sub-agents across long-running, single- or multi-repo projects. Ar 89 Claude Code, Codex 16 19,769 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
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
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 —
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
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
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
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
SabrinaRamonov/ai-coding-rules My CLAUDE.md file AI coding rules 88 Claude Code 1 2,427 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
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
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
GenWaveLLC/svgmaker-mcp svgmaker.io Model Context Protocol server for SVGMaker - AI-powered SVG generation and editing. Seamle 88 Claude Code 1 —
theam/facility facility.theagilemonkeys.com Scalable, Observable and Governed AI SDLC Platform. 88 Claude Code, Codex, OpenCode 2 860 tok
jamiedavenport/capd capd.jxd.dev Private, native macOS app to capture pages, text, notes, links, and images—and find them i 88 Claude Code 1 264 tok
dennisonbertram/lgrep Local semantic code search CLI with multi-language support 87 Claude Code, Codex, OpenCode 2 2,150 tok
mbadran/headlights Headlights: Illuminate your Neovim plugins 87 Claude Code, Codex, OpenCode 2 3,242 tok
ThreeMoonsLab/agents-shipgate threemoonslab.com The deterministic merge gate for AI-generated agent capability changes — a local-first, st 87 Claude Code, Codex, Cursor, OpenCode 5 21,365 tok
GasStationManager/LeanTool A "code intepreter" for Lean 87 Claude Code 1 1,164 tok
linzhe001/Harness-Research 87 Claude Code, Codex 26 —
dataseeek/MagesticAI Web Cloud-based AI task management and agent orchestration platform 87 Claude Code, Codex, Gemini CLI, OpenCode 3 18,936 tok
dereknguyen269/AI-Powered-Coding-Tools Your AI-Powered Coding Tools Best Practices 87 Claude Code 1 338 tok
the-cafe/git-ai-commit pypi.org let AI write your commit messages 87 Claude Code, Cursor 2 617 tok
andforce/Openclaude 87 Claude Code, Codex, OpenCode 2 3,910 tok
pascalporedda/awesome-claude-code A first attempt of gathering awesome Claude Code hooks in one place, so we can all benefit 87 Claude Code 5 1,041 tok