within · luxury boutiques

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How to connect

Add it to any MCP client that supports remote servers.

{
  "mcpServers": {
    "within-luxury-boutiques": {
      "type": "http",
      "url": "https://shopwithin.co/mcp"
    }
  }
}

11 tools

• search_pieces

  Search pieces (clothing, shoes, bags, jewellery, watches, objects) in stock right now at independent luxury boutiques, with live sizes, price in the boutique's currency, the shop that holds each piece, and the shopwithin.co page to buy it. Use this when someone wants to find or…

• get_piece

  One piece in full: description, every size or variant with live stock, photographs, price and any markdown, whether it is collected in the shop or delivered, the boutique, the page to buy it, and a few pieces in the same vein. Use this when a shopper asks about a specific piece…

• piece_fit

  One piece's own measurements (the boutique's, or the designer's garment chart for this style), the designer's body chart, its fit notes and how it runs, the model's size and height, and the answer line for each size in stock. Use it before any answer about a size, a fit, or…

• find_notes

  within's own writing for a question: the journal's guides and notes (how a house runs, a city's shops, what to wear to what, a season's coats) and the edits (pieces picked around one idea). Give the question in plain words; up to five come back with their links. Say a note's…

• trending_now

  within's chart of the designer pieces trending at independent boutiques this week, updated daily: the top ten in order, each with its reason (Google searches, Pinterest searches, what boutiques worldwide are stocking, what people look at on within), its place last week and its…

• similar_pieces

  Pieces in the same vein as one piece: same spirit, same department, across every boutique, in stock now. Use this when a shopper likes a piece but wants alternatives, another price, or another shop. Identify the anchor piece by url, or by boutique_domain and id.

• list_boutiques

  The independent luxury boutiques listed on within, with neighbourhood, city, how many pieces each has live, opening hours, and whether a shopper collects in the shop or can have pieces delivered. Use this when someone asks which shops are on within, what is in a city or…

• boutique_shelf

  One boutique's shelf right now, newest first, with sizes and prices; a query searches inside that shop only. Use this when a shopper names a specific boutique ('what does WDLT117 have', 'show me Utopia's sneakers') or wants to browse a shop they read about. boutique_domain is…

• visual_search

  Pieces on the boutiques' shelves that resemble a photograph: a screenshot, a street style shot, a product photo, or a TikTok or Pinterest link. Answers in two tiers: pieces close enough to be the same or a near twin, and pieces in the same spirit. Use this when a shopper shares…

• convert_size

  Turn a size in one system into every other system: rings, shoes, clothing, suits, belts and hats, or one designer's own chart (pass designer as its slug, e.g. 'nike'). Answers only from the size tables on shopwithin.co/sizes, where every row comes from a named source with the…

• estimate_duty

  Work out what a piece of clothing, a pair of shoes, a bag, jewellery, a watch or an accessory costs at the door when it is shipped to the US, Canada, the UK or Australia: the duty, any extra tariff on the country it was made in, the tax, the government and carrier fees, and the…

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