MCP server

Ask your AI what to wear

OutfitMaker speaks MCP — the open protocol that connects tools to Claude, ChatGPT, Gemini and every compatible assistant. Add one URL and your AI gets weather-aware outfit tools. Free, no API key, ten seconds.

The server

https://outfitmaker.ai/mcp

Streamable HTTP transport · no authentication required

How to connect

Claude (web & desktop)

Settings → Connectors → Add custom connector → paste the URL above. Done — ask "what should I wear today in Paris?"

Claude Code

claude mcp add --transport http outfitmaker https://outfitmaker.ai/mcp

ChatGPT & other MCP clients

Anywhere you can add a remote MCP server by URL (developer mode connectors, Cursor, Windsurf, LibreChat…), paste the same address. Transport: HTTP.

The tools

  • what_to_wear_today — live weather for your city + a complete outfit formula for the occasion
  • suggest_outfit — curated outfit formulas: 7 occasions, every weather
  • about_outfitmaker — what connecting your real closet unlocks

These are generic. Your closet isn't.

The MCP tools suggest formulas anyone could wear. The real magic is when suggestions come from clothes you actually own — photograph your wardrobe once, and OutfitMaker builds daily weather-aware outfits from your pieces, previews them on a model, and tells you what you never wear.

Connect your closet — free, no credit card

Built on the open Model Context Protocol. Rate-limited per IP; no account data is exposed through this endpoint.