Ask your AI what to wear: weather-aware outfit suggestions for any city and occasion.
Quick Install
Automated & IDE SetupCopy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.
Manual Client & Custom JSON ConfigExpand JSON ▾
Client Config & Setup
Remote HTTPChoose your client or environment
Target File:
💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Capabilities & Tool Schemas (3)
Inspect callable tools, capabilities, and parameters exposed to AI agents by Outfit Assistant.
what_to_wear_todayLive 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_outfitCurated 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_outfitmakerWhat connecting your real closet unlocks.
Documentation Overview
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:
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:
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.
Related MCP Servers
Adoption & maintenance
Factual signals from GitHub, npm, and our automated checks — not a rating.
Last commit
12d ago
Most recent push to the default branch.
Tools exposed
3
Callable tools this server registers over MCP.
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Frequently Asked Questions about Outfit Assistant
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