OutfitMaker MCP Server
Ask your AI assistant what to wear. OutfitMaker speaks MCP, so Claude, ChatGPT, Cursor and every compatible client can get weather-aware outfit advice with one URL.
Server URL:
https://outfitmaker.ai/mcp
Transport: Streamable HTTP. No API key, no account, free.
Connect in 10 seconds
Claude (web and desktop): Settings, Connectors, Add custom connector, paste the URL.
Claude Code:
claude mcp add --transport http outfitmaker https://outfitmaker.ai/mcp
Cursor / Windsurf / any client that accepts remote MCP servers by URL: same address, HTTP transport.
Tools
| Tool | What it does |
|---|---|
what_to_wear_today |
Live weather for your city (today or tomorrow with day=tomorrow) plus a complete outfit formula for the occasion. Detects big morning-to-afternoon temperature swings and adds layering advice. |
suggest_outfit |
Curated outfit formulas: 7 occasions across every weather. Accepts min/max temperature and wind for layering and footwear advice. Weather words work in 5 languages. |
about_outfitmaker |
What connecting your real closet unlocks. |
Example, asked in Claude on a September evening:
Tomorrow in Besancon: 13C in the morning up to 22C, clear sky.
Denim jacket over a plain tee + chinos + white sneakers
Heads-up: 9C swing between morning and afternoon: build on a light base with a removable layer you can shed at midday.
The tools are generic. Your closet isn't.
These formulas are what a good stylist would tell a stranger. The real product is OutfitMaker: photograph your wardrobe once, get daily outfit suggestions from clothes you actually own, weather-aware, previewed on a model. Free to start.
Full setup guide: outfitmaker.ai/mcp
Launch story: Ask your AI what to wear
Notes
- Rate limited per IP (fair use).
- No account data is exposed: the public tools are anonymous by design.
- Server implemented in Rails with the official mcp gem.