The guide · MCP servers

10 wardrobe MCP servers for ChatGPT and Claude, compared

Q: Which servers can you find in the ChatGPT or Claude directory?

Closai: ChatGPT and Claude. Modebase, Able.Style and My Closet: ChatGPT. The other servers: not in a directory: you paste their address as a custom connector in Claude or in ChatGPT's developer mode.

Q: Which servers can add clothes to your closet from the chat?

Wearton: from a photo you upload in the chat or a link to a photo; the photo is put on a white background. Aesty: from a photo or a link to a shop's product page. Vêtir: from links to photos of your clothes; it cuts out each piece and fills in its details. Able.Style: from a photo or a short text description. My Closet: from a text description or a photo. Modebase: through a phone capture link or a photo you supply. Caffeinated Wardrobe: you describe the piece and give links to its images. Fits, OutfitMaker and Closai: they read the closet but do not add to it.

An MCP server lets an AI assistant read your closet and work with it. These 10 servers differ in what the assistant may change, whether they bring a stylist of their own, and how you add them to ChatGPT or Claude.

Updated October 11, 2026 · 10 servers · 13 features

The 13 features of each server at a glance

Wardrobe MCP servers compared on 13 features
Feature	Wearton	Aesty	Vêtir	Modebase	Able.Style	Caffeinated Wardrobe	Fits	OutfitMaker	Closai	My Closet
Add a piece from a photo
Add a piece from a shop's product link
Edit or remove pieces
Save outfits to your closet
Outfit ideas from its own stylist
Log what you wore
Plan outfits for dates
Outfits for the weather
Your colour type or season
Try-on on your own photo
Pictures of your clothes in the chat
Shopping help or a wishlist
Most and least worn pieces
Features	6/13	9/13	8/13	6/13	5/13	5/13	5/13	4/13	3/13	3/13
Works in
ChatGPT	by address	by address	by address			by address	by address	by address
Claude	by address	by address	by address	by address		by address	by address	by address
Other MCP apps	by address		by address	by address		by address	by address	by address		by address

its listing, tool list or guide shows the feature they do not mention it

The 10 servers

Wearton

6/13 features · ChatGPT, Claude · 7 tools

Wearton's MCP server gives ChatGPT, Claude and other AI assistants the closet you keep in the Wearton app. The assistant sees your pieces, your saved outfits and your colour season, adds a new piece from a photo, saves an outfit to the app, and shows a top, bottom, dress or coat on your own full-body photo.

Colour season, undertone and palette of the person, and a tone match for every new piece
Try-on of a closet or wishlist piece on your own full-body photo
Adds a piece from a photo and cleans up the background, as the app does

Suits you if you already use Wearton and want ChatGPT or Claude to dress you from your own closet.

Read the review

Aesty

9/13 features · ChatGPT, Claude · 17 tools

Aesty's MCP server connects the closet of the Aesty app to Claude and ChatGPT. The assistant reads what you own, adds pieces from a photo or a shop link, removes what you no longer wear, asks Aesty for outfits from your style profile, plans them for days ahead and shows a try-on on a photo of you.

Adds pieces from a photo or a shop's product link
Outfit suggestions from Aesty's own stylist and your style profile
Plans outfits for dates and shows what is already planned

Suits you if you want an AI stylist that plans your week and shows the outfit on you.

Read the review How to connect it

Vêtir

8/13 features · ChatGPT, Claude · 24 tools

Vêtir's MCP server brings the Vêtir shop of designer and pre-owned pieces, your digital closet and the Vêtir AI stylist into ChatGPT, Claude and other AI assistants. Anyone can search the shop; after you sign in, the assistant reads and edits your closet, saves outfits and plans the next seven days with the weather in mind.

A 7-day outfit plan with the weather
The Vêtir stylist builds looks from your closet and the shop
Adds your own clothes from photos and edits their details

Suits you if you shop designer fashion and want your closet and the shop in one chat.

Read the review How to connect it

Modebase

6/13 features · ChatGPT, Claude

Modebase is a wardrobe on the web with no phone app of its own; ChatGPT and Claude are the way you use it. It keeps your pieces with photos and a style profile, and the assistant finds pieces, previews outfits as flat-lay pictures, builds capsules, saves outfits and logs what you wore.

In the ChatGPT directory
Flat-lay pictures of outfits made from your own pieces
Logs what you wore and reviews how you use your wardrobe

Suits you if you want a wardrobe you use only through ChatGPT or Claude.

Read the review How to connect it

Able.Style

5/13 features · ChatGPT · 10 tools

Able.Style is a personal stylist in ChatGPT. You say where you are going, and it suggests an outfit for the occasion and the local weather, from your own closet mixed with catalogue styles. You add clothes from a photo or a description, remove them, and like or dislike outfits to improve the next suggestions.

In the ChatGPT directory
Outfits for the occasion and the local weather
Adds pieces from a photo, an image link or a description

Suits you if you ask ChatGPT every morning what to wear for the weather.

Read the review

Caffeinated Wardrobe

5/13 features · ChatGPT, Claude · 20 tools

Caffeinated Wardrobe calls itself an API for your closet. Its MCP server lets any MCP assistant create, read, change and delete your items and outfits, link pieces that go together and record what you wore. It has no stylist of its own: the AI you connect does the styling.

Full control: create, edit and delete items and outfits
Records each wear of a piece or an outfit
Filters by wear count, price and purchase date

Suits you if you want a closet database that your own AI assistant manages, with full edit rights.

Read the review How to connect it

Fits

5/13 features · ChatGPT, Claude · 14 tools

Fits connects the closet of the Fits app to ChatGPT, Claude and other AI agents. The assistant reads your pieces and outfits, shows them as image cards, checks a new outfit for structure, warmth and formality, saves it as a collage and plans it on a date. It cannot add, edit or delete pieces.

Grid and collage cards of your pieces in the chat
Outfit calendar: plan a saved outfit on a date
Warnings about warmth and formality for a new outfit

Suits you if you already plan outfits in Fits and want to talk to your closet.

Read the review How to connect it

OutfitMaker

4/13 features · ChatGPT, Claude · 6 tools

OutfitMaker has two MCP addresses. One works without an account and gives outfit advice for a city's weather and an occasion. The other reads your OutfitMaker closet: it builds an outfit from your own pieces for today or tomorrow, draws it on a model as a picture in the chat, and tells you what you wear most and never.

Today's or tomorrow's outfit from your pieces and the weather
The outfit drawn on a model, as a picture in the chat
Most worn and never worn pieces

Suits you if you want a quick outfit for tomorrow's weather from clothes you own.

Read the review How to connect it

Closai

3/13 features · ChatGPT, Claude · 10 tools

Closai builds an inventory of what you own from your purchase emails: clothes, beauty, home and more. Its MCP server lets ChatGPT and Claude search that inventory, browse your saved outfits and outfit plans, suggest outfits for an occasion or the weather, and read your wishlist with links to buy.

In both the ChatGPT and the Claude directory
A closet built from your purchase emails
Outfit suggestions for an occasion or the weather

Suits you if you want the clothes you bought online in your chat without adding them one by one.

Read the review How to connect it

My Closet

3/13 features · ChatGPT · 4 tools

My Closet, by Tolstoy, is a private closet you use from ChatGPT and other assistants. You save a piece from a text description or a photo, find it again by its saved text, and remove it. It has no outfits, no stylist and no wear log, and it can hand your closet to Tolstoy's Shopbots app.

In the ChatGPT directory
Saves a piece from text or a photo
A guest closet with no email

Suits you if you only want a list of your clothes that ChatGPT can search.

Read the review How to connect it

How we compare

We looked for MCP servers that work with the clothes you own: in the ChatGPT and Claude directories, the official MCP registry, Smithery, Glama, mcp.so, LobeHub and GitHub, and on the websites of 37 closet apps.
We kept the servers a person can sign in to and use today. Shop catalogues, try-on tools with no closet, a private pilot and projects you must run on your own computer are left out.
For each one we read its directory listing, its tool list, its maker's MCP guide and website, and marked the 13 features. A feature counts only when one of them shows it for the MCP server, not only for the maker's phone app.
The rows under the table show how a server gets into each assistant: from the assistant's own directory, or by pasting its address. Everything was read on October 11, 2026.
Images are screenshots of public pages about each server.

Questions about wardrobe MCP servers

What is a wardrobe MCP server?

MCP (Model Context Protocol) is the way ChatGPT, Claude and other AI assistants call tools in other services. A wardrobe MCP server gives the assistant tools for your closet: list your clothes, add a piece, save an outfit. You sign in once, and then you ask in your own words, for example "what should I wear to dinner on Friday?"

Which servers can you find in the ChatGPT or Claude directory?

Servers	Directory
Closai	ChatGPT and Claude
Modebase, Able.Style and My Closet	ChatGPT
The other servers	not in a directory: you paste their address as a custom connector in Claude or in ChatGPT's developer mode

Which servers can add clothes to your closet from the chat?

Servers	How a piece gets in
Wearton	from a photo you upload in the chat or a link to a photo; the photo is put on a white background
Aesty	from a photo or a link to a shop's product page
Vêtir	from links to photos of your clothes; it cuts out each piece and fills in its details
Able.Style	from a photo or a short text description
My Closet	from a text description or a photo
Modebase	through a phone capture link or a photo you supply
Caffeinated Wardrobe	you describe the piece and give links to its images
Fits, OutfitMaker and Closai	they read the closet but do not add to it

Can the assistant delete clothes from my closet?

It depends on the server. Aesty, Able.Style, Caffeinated Wardrobe and My Closet have a tool that removes pieces. Wearton, Vêtir, Modebase, Fits, OutfitMaker and Closai have no tool for it; Vêtir's guide says that pieces cannot be deleted from the chat.

Do I need a paid ChatGPT or Claude plan?

A server from the ChatGPT directory works on any plan, as Modebase says for its own. A server you add by its address needs developer mode, and Aesty's and Vêtir's guides say that needs a paid ChatGPT plan. Modebase's guide says a custom connector in Claude needs a Pro, Max, Team or Enterprise plan.