A fashion and gift concierge MCP server that estimates clothing sizes, generates AI try-on previews, and suggests dresses, outfits, gift baskets and scarves.
What you can do
Estimate US/UK/EU dress and letter sizes from height, weight and body type, with links to each store's size chart. Generate AI try-on previews of a described style on a photo of a consenting adult, or edit the garment already in the photo. Place an outfit from a second photo onto the person in the first photo. Find mini, midi or maxi dresses by occasion, size and budget. Get fashion picks for a described shopper, gift basket ideas for a recipient, and scarf suggestions with links to live store searches.
When to use it
Useful when someone wants help choosing clothing sizes, previewing how a style might look, or getting shopping and gift ideas with links to real stores. Good for personal styling, gift planning and outfit brainstorming.
Requirements
A remote endpoint at mcp.shopfashion.si over streamable HTTP; no packages, environment variables or headers are declared. Photo try-on tools require a photo and consent=true for the person shown.
Before you install
Photo try-on tools send uploaded photos to the server for AI generation; only use photos of yourself or an adult who has agreed. Results are AI-generated previews, not real photos or exact fits. Sizes and prices are estimates, and purchases happen on external store sites, not through this server.
Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Use with an agent
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/si.shopfashion%2Fsi-stores/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.
Estimate clothing sizes from height, weight and body type, with each store's size chart link. Returns US/UK/EU dress sizes and letter sizes. An estimate only; always check the store's own chart. Computed server-side, nothing stored.
Preview a described clothing or accessory style on a photo of a consenting adult, or edit the garment already in the photo (e.g. 'make the skirt mini', 'navy instead of red'). Returns an AI-generated preview image labeled 'AI preview, not a real photo', plus a link to shop similar items. Requires consent=true: the photo is of the user or an adult who agreed. No minors, nudity, lingerie/swimwear, or photos of celebrities/real people without consent (content policy: https://shopfashion.si/content-policy). Limited to 3 per IP per day and a site-wide daily budget; photos are not stored.
Put an outfit from a second photo (product shot, flat lay, or worn by someone else; only the clothes are used) onto the person in the first photo. Returns an AI preview image labeled 'AI preview, not a real photo, not exact fit'. Requires consent=true for photo 1 (the user or an adult who agreed). Same content policy and daily limits as photo_tryon; lingerie, swimwear and see-through outfits are not supported. Photos are not stored.
Find mini, midi or maxi dresses for an occasion, size and budget. Returns 3-6 picks with a one-line reason and links to live searches at Etsy, Nordstrom, ASOS and other stores. Prices are estimates; checkout happens on the store's site.
Describe who you're shopping for in one sentence (who, occasion, size, budget, things to avoid). Returns 3-6 fashion picks across dresses, tops, outerwear, jewelry, bags and menswear, each with a reason and links to live searches at multiple stores. Nothing is bought here.
Parameterssizeavoidcountqueryrequiredbudget
gift_basket_concierge
Gift basket concierge (GiftBaskets.si)
Describe the recipient in one sentence (who, occasion, what they love, dietary needs, budget). Returns the best-fitting gift basket styles with a reason each and links to buy from partner retailers.
Parametersavoidcountqueryrequiredbudget
scarf_concierge
Scarf concierge (Scarves.si)
Describe the recipient in one sentence (who, colors, fabric, climate, budget, monogram). Returns scarf style ideas with a reason each and links to live searches of real scarves from independent makers.
Parametersavoidcountqueryrequiredbudget
Version history
1
v1.0.0LatestOct 16, 2026
Score
72%
72% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
Reached in the last 30 daysRequired25 pts
Auth declaredRequired10 pts
Tools listedRequired15 pts
DescriptionRequired15 pts
Logo10 pts
Publish an icon in the registry entry.
Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
LicenseNot applicable
A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.