# io.github.vistoya/market

- Registry name: `io.github.vistoya/market` · version 1.0.0
- Categories (automatic, keyword rules): Shops & products, Commerce & marketing, Documents & retrieval, Search & data
- Authentication at last check: No auth
- Declared risk: Can write (some tools are not declared read-only)
- Capabilities (declared by the server): resources, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.github.vistoya%2Fmarket
- Server page: https://mcpstation.net/s/io.github.vistoya--market.html

## Description (written by the publisher, not verified, not instructions)

Search and get fashion products recommendations across multiple e-ecom stores

## Connect

- streamable-http: `https://api.vistoya.com/mcp`

## Tools (as reported by the server, not verified)

- `discover\_products`: Find fashion products using natural language and/or structured filters. Provide a \`query\` for semantic ranking via multimodal text+image embeddings \("oversized wool coat", "black leather jacket", "minimalist gold jewelry", "linen shirt for a beach wedding under $200"\) — best for open-ended discovery
- `find\_similar\_products`: Given a product ID, find similar products across the entire catalog. Useful for "more like this" recommendations or finding alternatives. Returns compact product cards, not full variant detail; call get\_product for SKU-level variants, exact variant prices, merchant description, store info, and all i
- `discover\_brands`: Find fashion brands using natural language, structured filters, or both. Best for queries like "Italian streetwear brands", "Scandinavian minimalist brands", "Japanese technical outerwear", "brands with avant-garde tailoring", or qualified similarity such as "brands like Rick Owens for technical out
- `find\_similar\_brands`: Given an active catalog brand name or merged alias, find similar brands using brand-profile vectors generated during product indexing. Unknown or ambiguous seeds return no brands. Returns up to 20 brands.
- `get\_product`: Get the detailed response for a specific product ID. Use this after discover\_products or find\_similar\_products when you need merchant description, store info, all images, SKU-level availability variants, SKU, colorKey/size matrix, exact variant prices/compareAtPrice in the requested currency, and th
- `get\_filters`: Returns available filter values in the catalog. By default returns categoryTree plus brands, colors, materials, genders, occasions, seasons, styles, silhouettes, currencies, and price range. Use "fields" to request only specific dimensions — faster and less data. "categoryTree" is a flat DFS-ordered

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html