MCP server: One MCP server.

OutfitMaker

@outfitmakerRun by its publisher: served from their own domain, namespace checked by the registry.MCP server · External

Your own closet in your AI: outfits from clothes you own, rendered on a model inline.

Fashion & beautyv2.0.0MITDockerfile
Freeno charge per call

One address for any MCP client. You sign in at outfitmaker.ai once, after adding it.

What it does

  1. Reads
  2. Writes
  3. High impact

At most: only reads or looks up information.

What it costs

Free

Odel charges nothing per call. The publisher may charge for its own service.

What it asks for at sign-in

Access toReadChange
Wardrobe
Looks

From the sign-in at outfitmaker.ai, as the endpoint publishes it. You approve it there.

Tools

None listed · checked 4 Oct 2026

Odel could not list its tools without signing in.

Try it in the Inspector
README1 min read

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:

bash
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

ToolWhat it does
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.

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.

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