Caffeinated Wardrobe

What it does

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.

How it works

Its 20 tools cover items (create, details, update, pause or archive, delete), images from links, pieces that go together, outfits (create, update, delete) and the dates an item or outfit was worn. Items can be filtered by tags, brand, colour, shop, price, wear count, last worn and purchase date. Its guide suggests adding a calendar and a weather server for daily outfits.

It is the oldest server in this guide: it was published on Smithery in October 2025. You sign in through OAuth, and the guide shows the setup for Claude Desktop, Claude Code, Gemini CLI and ChatGPT's developer mode. The plan with your own AI costs $50 a year after a 7-day trial; a plan with AI included is announced.

What stands out

• 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
• Works with any MCP assistant

What its listing and guide do not mention

• Add a piece from a shop's product link
• Outfit ideas from its own stylist
• 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

Who it suits

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