MCP.Market

Outfit Assistant MCP server

online · 100% uptime
by outfitmaker.ai·ai.outfitmaker/outfit-assistant·v2.0.0
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Your own closet in your AI: outfits from clothes you own, rendered on a model inline.

A91/100grade A
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Safety scan
A91/100

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Adoption
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If you have run it, two minutes of your experience saves the next person an afternoon.

Outfit Assistant tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Not scanned yet. New listings are scanned within a day or two of arriving.

How Outfit Assistant compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
91/100
higher than 88% of 4,460 AI and agents servers
Uptime
100%
of our recent checks; the typical remote AI and agents server answers 100%
Response time
215 ms
faster than 63% of 2,331 AI and agents servers

Release history: 2 versions in the registry since 2026-09-14, latest 2026-10-03, typically one every 19 days.

Install Outfit Assistant in Claude Code, Cursor or VS Code

claude mcp add --transport http outfit-assistant https://outfitmaker.ai/mcp/wardrobe
Add to Cursor

What the publisher says

From the Outfit Assistant repository's README, as published. We do not edit it. Read it on GitHub

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

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.

Nothing above is checked by us. What we check is on the safety report.

Outfit Assistant: common questions

Is Outfit Assistant MCP server safe?
Yes, by our scan: it is graded A (91/100). Read the Outfit Assistant safety report
How do I install Outfit Assistant?
It runs remotely at outfitmaker.ai. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Outfit Assistant need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Outfit Assistant maintained?
The last commit was 49 days ago (2026-09-16). The latest release is v2.0.0.
Is Outfit Assistant up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Outfit Assistant?
Servers from other publishers that do the same job: three.ws Avatars MCP server.
How does Outfit Assistant compare with other AI and agents MCP servers?
safety score 91/100 (higher than 88% of 4,460 AI and agents servers); uptime 100% (of our recent checks; the typical remote AI and agents server answers 100%); response time 215 ms (faster than 63% of 2,331 AI and agents servers). Full comparison.

Alternatives to Outfit Assistant

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