How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
betancur/keynote-mcp A Model Context Protocol (MCP) server that enables AI assistants to control Keynote presen 11 Claude Code 1 1,041 tok
rygwdn/obsidian-mcp-plugin Obsidian plugin providing Model Context Protocol (MCP) integration 11 Claude Code 1 302 tok
atxp-dev/cli docs.atxp.ai Command Line Interface for creating ATXP applications 11 Claude Code 1 96 tok
david-strejc/sage-mcp 🧙 SAGE-MCP: Simple AI Guidance Engine for Claude - Universal AI assistant with smart mode 11 Claude Code 1 1,257 tok
hi0001234d/coding-agent-mcp-tools Curated list of coding agents and MCP tools for maintenance, debugging, and development wo 11 Claude Code 2 688 tok
ezhou89/medical-research-mcp-suite AI-Enhanced Medical Research API unifying ClinicalTrials.gov, PubMed, and FDA databases wi 11 Claude Code 1 2,349 tok
lilepeeps/Azure-DrawIO-MCP Generate editable Draw.io diagrams for Azure architectures via MCP 11 Claude Code, Codex, GitHub Copilot 2 2,006 tok
sack-kazu/UnityNaturalMCPExtensionTools 11 Claude Code 1 2,682 tok
chat-prompt/notion-mcp-fast 11 Claude Code 1 1,013 tok
ymxfl/dom-pointer-mcp DOM Pointer MCP bridges the gap between browsers and AI coding tools. Instead of manually 11 Claude Code 1 1,330 tok
swen128/cloud-logging-mcp MCP server for querying Google Cloud Logging 11 Claude Code 1 534 tok
wmill/minecraft-api-mcp 11 Claude Code, Codex, OpenCode 2 15,214 tok
mosif16/Doc-Mcp 11 Claude Code 1 8,572 tok
mattjoyce/mcp-construe A FastMCP server that loads personal context from Obsidian vaults using frontmatter filter 11 Claude Code 1 1,755 tok
babushkai/claude-code-config Production-ready Claude Code configuration defaults. Hooks, Skills, Rules, Permissions, MC 11 Claude Code 11 389 tok
controlplane-com/ai-plugin controlplane.com AI assistant plugin for Control Plane: Claude Code, Codex, Antigravity, and MCP workflows 11 Claude Code 1 2,273 tok
chriscox/agent-skills Reusable skills for AI coding agents — Claude Code, Codex, Gemini CLI, and OpenClaw 11 Claude Code 1 1,200 tok
rcampos09/performance-testing-skills rodrigo-campos.dev Open-source Claude Code skills for performance and load testing. Install any skill to get 11 Claude Code 1 1,963 tok
nasqret/lean-interact Interactive Lean 4 + Mathlib formalization from a Claude Code conversation 11 Claude Code 7 4,212 tok
aimerdoux/wavex-os Open-source operating system for running an AI agent company on your own machine. Clone, r 11 Claude Code 1 2,420 tok
PsYcGoD/sage SAGE — Save AI coding tokens by compressing terminal output, keeping raw logs local, and t 11 Claude Code, Codex, OpenCode 2 1,620 tok
Nauro-AI/nauro nauro.ai Decision system for software built with AI 11 Claude Code, Codex 6 3,987 tok
arpitkath/backstory Local-first memory for AI-assisted coding. Git shows what changed. Backstory shows why. 11 Claude Code 3 723 tok
JHostalek/dotclaude jhostalek.github.io Agent skills for agentic coding tools. Extremely opinionated. Updated (almost) daily. 11 Claude Code 1 102 tok
aperepel/claude-mlx-tts Voice-cloned smart attention TTS notifications for Claude Code. AI summarizes deep work se 11 Claude Code, Codex, OpenCode 2 1,097 tok
aiagentwithdhruv/ai-dev-stack Production-grade AI coding rules for Cursor and Claude Code. 15 rules + 9 doc templates + 11 Claude Code 1 —
Smart-AI-Memory/attune-ai attune-ai.dev Persistent memory and receipt-verified workflows for Claude Code — plugin, MCP server, and 11 Claude Code, Codex, OpenCode 51 6,049 tok
2389-research/ccvault 2389.ai Archive, search, and analyze Claude Code conversation history through a CLI, terminal UI, 11 Claude Code 1 419 tok
Writbase/writbase MCP-native task management for AI agent fleets 11 Claude Code 1 293 tok
aws-samples/sample-claude-code-multi-model Run Claude Code with any foundation model on Amazon Bedrock (43 models) or a self-hosted m 11 Claude Code, Codex, OpenCode 6 527 tok
monthu56/landforge Static landing-page generation system built on Claude Code skills — SEO, A/B testing, anal 11 Claude Code 1 812 tok
dushaobindoudou/ovo Open-source proactive AI desktop assistant for macOS. Watches your screen, suggests next s 11 Claude Code, Codex, OpenCode 2 1,559 tok
second-state/vibetty vibekeys.dev Share a live AI agent terminal to smart hardware (vibekeys, vibewatch, etc.) over MQTT; ca 11 Claude Code 1 4,578 tok
Akshat2634/Codelens-AI codelensai-dev.vercel.app Local-first ROI analytics for Claude Code, OpenAI Codex, and GitHub Copilot 11 Claude Code, Codex 2 4,204 tok
karnstack/flue flue.sh terminal multiplexer in the browser accessible from any device you own. 11 Claude Code 1 351 tok
n24q02m/mnemo-mcp mcp.n24q02m.com Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited. 11 Claude Code, Codex, OpenCode 2 5,981 tok
kentaccn/paste-to-tmux Drop a clipboard screenshot or a local file into a remote tmux pane over SSH — straight in 11 Claude Code 1 5 tok
Dipen-Dedania/agent-pulse dipen-dedania.github.io Know what your agents are doing 11 Claude Code, Codex, OpenCode 10 1,749 tok
paultyng/agentsd Stream Deck plugin for managing Claude Code sessions 11 Claude Code 1 447 tok
akasecurity/claude-tools akasecurity.io The clean slate a fresh Claude Code should start from — clean context, locked credentials, 11 Claude Code, Codex, Gemini CLI, OpenCode 3 793 tok
mattbaconz/signal SIGNAL — Agent Skills: terse structured output (tiers, templates, checkpoints), git workfl 11 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,104 tok
sacredvoid/skillkit A growing collection of AI coding skills for creative and productivity workflows. Image fe 11 Claude Code 1 306 tok
PayRequest/copana copana.ai personal AI assistant that works inside Claude Code. 11 Claude Code 11 1,415 tok
asermax/seemux A GTK4 terminal multiplexer for Linux with Claude Code integration, inspired by cmux. 11 Claude Code 1 1,271 tok
tonypls/agentic-product-launch A launch playbook your coding agent can run — take a shippable AI product, agent, SaaS, or 11 Claude Code, Codex, OpenCode 2 358 tok
Sardor-M/lumen Local-first persistent brain for AI coding agents - SQLite knowledge graph + replayable tr 11 Claude Code 1 1,272 tok
MarkMcCaskey/factorioctl CLI to control Factorio + tools for Claude code to play Factorio 11 Claude Code 1 3,462 tok
Affirm/navi Claude Code session monitor and notifier 11 Claude Code 1 506 tok
openronin/openronin AI dev teammate for GitHub. Picks up issues, asks questions, ships PRs, answers your revie 11 Claude Code 1 2,240 tok
cfdude/mcp-finnhub Model Context Protocol server for Finnhub financial market data API 11 Claude Code 1 3,544 tok