vistoya
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand fashion catalog.
Community: Submitted by a user or imported; check the owner before granting accessOnlineAPI key requiredGlobalFreeRead-only
What it can do
- Discover Products: Find fashion products using natural language. Uses AI-powered semantic search with vector embeddings. Best for descriptive queries like "breathable linen dress for a beach wedding u
- Find Similar: Given a product ID, find similar products across the entire catalog. Useful for "more like this" recommendations or finding alternatives. Returns up to 10 results per page, paginated (ma
- Get Product: Get full details of a specific product by ID, including all variants, images, AI classification, and the direct link to purchase.
What data it sees
Do you need an account
An API key from the service settings is required
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand fashion catalog. Agents can search by structured filters, discover products through natural language, find similar items, and retrieve full product details. Designed for fashion shoppers. It's a new layer of discovery of fashion through ai...
Server tool list (5)
Raw names from tools/list. Only developers need these.
| discover_products | Find fashion products using natural language. Uses AI-powered semantic search with vector embeddings. Best for descriptive queries like "breathable linen dress for a beach wedding under $200", "minimalist gold jewelry", or "sustainable streetwear". Supports fashion-specific filters: color, material, gender, occasion, season, availability. Multi-currency: prices can be specified in any currency (e.g. "under 200 zł" or min_price=200 + currency="PLN") — they are automatically converted to USD for filtering. Results always show the original store currency. |
| find_similar | Given a product ID, find similar products across the entire catalog. Useful for "more like this" recommendations or finding alternatives. Returns up to 10 results per page, paginated (max 3 pages). |
| get_product | Get full details of a specific product by ID, including all variants, images, AI classification, and the direct link to purchase. |
| list_stores | List all connected ecommerce stores in the catalog with their product counts and providers. |
| get_filters | Returns all available filter values in the catalog: categories, subcategories, brands, colors, materials, genders, occasions, seasons, styles, silhouettes, currencies, and price range (in USD). Price filters accept any currency via the "currency" parameter — values are converted to USD automatically. Call this first to know what filters are available before searching. |