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Ourfitmaker

by elasistentepepe
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Remote

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.

Related MCP server: Weather MCP Server

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.

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

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Resources

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