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

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
elasistentepepe/outfitmaker-mcp
GitHub Stars
0
Server Listing
Ourfitmaker
ChatGPT
–
Claude
–

TDQS

B3.4/5.0

Scored across 3 tools

Disambiguation3/5

about_outfitmaker is clearly informational, but suggest_outfit and what_to_wear_today overlap substantially by both producing outfit recommendations. The distinction is mostly temporal/weather-specific versus formula-based, which is helpful but still easy to confuse.

Naming Consistency3/5

All names use snake_case, but the patterns vary: one is an informational about_* name, one is verb_noun, and one is a question-like phrase. The set is readable but does not follow a single predictable naming convention.

Tool Count4/5

Three tools is slightly thin but reasonable for a focused outfit-suggestion assistant. Each tool has a plausible role, though the surface could benefit from one or two more tools for wardrobe or preference handling.

Completeness3/5

The core suggestion workflow is covered, including general occasion/weather formulas and daily forecast-based recommendations. However, there are notable gaps around managing a closet, saving preferences, or providing feedback, which the server's own about text implies are part of the value proposition.

Available Tools

3 tools
about_outfitmakerAbout OutfitMakerB
Read-only
Inspect

What OutfitMaker is and what connecting your own closet unlocks (AI outfits from your real clothes, daily weather-aware looks, on-model previews).

Inputs: no named parameters.

suggest_outfitSuggest an outfitB
Read-only
Inspect

Get curated outfit formulas for an occasion and weather. Occasions: casual, school, work, date, party, friends, formal.

Inputs: occasion (required), wind_kmh, condition, temperature_c, +2 more.

what_to_wear_todayWhat to wear todayA
Read-only
Inspect

Get a weather-aware outfit suggestion for today or tomorrow. Provide a city for live weather and forecast; optionally an occasion (casual, school, work, date, party, friends, formal). Asked in the evening? Use day=tomorrow — that's what people dress for.

Inputs: day, city, occasion.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables Alexa+ to look up what a customer owns, saved, or could buy, suggest deterministically ranked outfits for an occasion, and preview or compare garments rendered on the customer's own photo through a virtual try-on pipeline. It also supports saving looks, recording reactions to steer later suggestions, adding catalog items to a wardrobe, and planning up to a week of outfits without repeating garments.
      MIT
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