vistoya

The Vistoya MCP server gives AI agents direct access to a curated, multi-brand fashion catalog.

CommunityOnlineAPI 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...

How to connect

How to connect vistoya to Claude

The server address to paste into Claude settings:

https://vistoya.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect vistoya to ChatGPT

The server address to paste into ChatGPT settings:

https://vistoya.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect vistoya to Cursor

The server address to paste into Cursor settings:

https://vistoya.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (5)

Raw names from tools/list. Only developers need these.

discover_productsFind 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_similarGiven 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_productGet full details of a specific product by ID, including all variants, images, AI classification, and the direct link to purchase.
list_storesList all connected ecommerce stores in the catalog with their product counts and providers.
get_filtersReturns 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.