fashion.vitrine/trend-index · v1.2.1 · agents-and-memory
Vitrine: Trending Fashion, Luxury, Sneakers & Design is healthy: it completed an MCP handshake in 1134 ms and exposes 10 tools.
Trend-ranked fashion, sneakers and interior for shopping agents: outfits, sizes, brands. Free key.
Endpoint: https://vitrine.fashion/mcp (streamable-http)
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| Users (last 30 days) | 0 |
| Handshake | Healthy |
| Auth needed | None |
| Tool count | 10 |
| Latency | 1134 ms |
| Last checked (UTC) | 2026-11-05T15:00:52.523Z |
| Checked (UTC) | Status | Latency | Error |
|---|---|---|---|
| 2026-11-05T15:00:52.523Z | Healthy | 1134 |
search | Find fashion, accessories or interior pieces for a shopper's request. Use this first for any need stated in words ('a quiet luxury bag for work under $1,000'); use trending when there is no specific need, and find_similar to vary an item you already have. Hard filters (category, tier, price, colors, |
get_item | Get the full record for one item, using an id from a search, trending or find_similar result. Use it before recommending a piece, to check sizes, materials, colors, shipping regions and seller. With a key it adds silhouette, occasion, season and trend data. Returns {item, meta}. An unknown id return |
trending | List what is hot or rising right now, ranked by trend score (0 to 100), optionally within one category (fashion, accessories, interior) or tier. Use it for open questions like 'what's trending in bags'; use search when the shopper has a specific need. 'hot' means confirmed by demand data, 'rising' m |
find_similar | Find alternatives to one item (by id from an earlier result): pieces close in style, the same product type first. Use it for 'something like this but cheaper' (filters.max_price), 'but in stock' (filters.availability) or a different color. The source item is never included. Returns {anchor, count, r |
complete_the_look | Build around one item (by id from an earlier result). For fashion it returns one piece per missing slot of an outfit (layer, top, bottom, shoes, bag, accessory; a dress skips top and bottom); for an interior piece it returns the other objects of a room (lamp, vase, table, textiles). Pieces are chose |
convert_size | Convert a size between systems so the shopper orders the right one: women's clothing (letter, US, UK, EU, FR, IT, DE), men's tailoring (letter, US, UK, EU, IT), women's and men's shoes (EU, US, UK, European luxury convention), athletic sneakers (US_M, US_W, UK, EU, CM), rings (US, UK, EU, millimetre |
vocabulary | The exact controlled values agents should use in filters and taste profiles, read from the live catalog with item counts: categories, catalog tiers, price tiers with their price bands, availability, trend statuses with meanings, style tags, silhouettes, occasions, seasons, colors, materials, sizes, |
search_brands | Find brands in the index by name (case and accents ignored, partial names work) or by a style word such as 'y2k' or 'quiet luxury', optionally within a category or catalog tier. Returns brands with item count, main tier, categories, price range and, with a key, trend status, trend score and top styl |
trending_brands | Hot and rising brands right now, ranked by brand trend status and score, optionally within a category or tier. Uses Vitrine's reviewed brand-level trend signals where a brand has them, otherwise aggregates its item trend scores; each result's trend_source says which (brand_signal or item_aggregate). |
similar_brands | Brands close to a given brand (exact name, e.g. 'The Row'): similar style tags, categories, price level and catalog tier, each with a short reason. Optionally only brands with pieces in a category or tier. Unknown brand names return an error; find names with search_brands. |