About outfit-assistant
outfit-assistant is a remote MCP server that provides weather-aware outfit suggestions based on occasion and conditions. Its public tools offer general outfit formulas; connecting a real wardrobe is described as a separate OutfitMaker product capability.
Key features
- 01Live weather for today or tomorrow
- 02Outfit formulas for seven occasions
- 03Layering advice for temperature changes
- 04Wind and temperature-based footwear guidance
- 05Weather terms in five languages
Use cases
- 01Choose an outfit for today’s weather
- 02Plan clothing for a temperature swing
- 03Get outfit ideas for a specific occasion
MCP support
The server exposes tools over Streamable HTTP at https://outfitmaker.ai/mcp. MCP clients can request weather-aware outfit suggestions and learn what connecting a real closet enables.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://outfitmaker.ai/mcp/wardrobeclaude mcp add --transport http ai-outfitmaker-outfit-assistant https://outfitmaker.ai/mcp/wardrobe{"mcpServers":{"ai-outfitmaker-outfit-assistant":{"type":"http","url":"https://outfitmaker.ai/mcp/wardrobe"}}}Open in Cursor{"servers":{"ai-outfitmaker-outfit-assistant":{"type":"http","url":"https://outfitmaker.ai/mcp/wardrobe"}}}Open in VS Code{"mcpServers":{"ai-outfitmaker-outfit-assistant":{"type":"http","url":"https://outfitmaker.ai/mcp/wardrobe"}}}{"mcpServers":{"ai-outfitmaker-outfit-assistant":{"serverUrl":"https://outfitmaker.ai/mcp/wardrobe"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
https://outfitmaker.ai/mcp/wardrobehttps://outfitmaker.ai/mcpTools
Details
From the project READMEOutfitMaker 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.
Comments
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From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.