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io.github.vistoya/market

Official registry Search and web

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

Source code Documentation

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http market 'https://api.vistoya.com/mcp'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "market": {
            "type": "http",
            "url": "https://api.vistoya.com/mcp"
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. Vistoya MCP
  2. Quick setup
  3. What it does
  4. Tools
  5. Manual install
  6. Example prompts
  7. Discoverability
  8. Status
  9. License
  10. Contact

Vistoya MCP

Semantic search and recommendations across fashion stores, exposed as a Model Context Protocol server. Connect any MCP-compatible AI agent (Claude, Cursor, VS Code, ChatGPT, etc.) and let it discover products, find visually similar items, and explore stores in the Vistoya marketplace.

  • Registry name: io.github.vistoya/market
  • Endpoint: https://api.vistoya.com/mcp
  • Transport: Streamable HTTP
  • Website: https://vistoya.com

Quick setup

npx @vistoya/mcp

Automatically detects and configures Claude Desktop, Claude Code, Cursor, Windsurf, and VS Code. Restart your AI client after running.

What it does

Vistoya indexes fashion products from many stores and embeds them with a vision-language model. The MCP server lets agents query that index in natural language and reason over the results.

Tools

ToolDescription
discover_productsSemantic search across all indexed stores. Accepts a natural-language query plus optional filters (category, color, gender, price, etc.) and returns ranked products.
find_similar_productsGiven a product ID, return visually and semantically similar products.
discover_brandsSemantic search over brand profiles. Find brands by style, origin, or aesthetic (e.g. "Italian streetwear brands", "minimalist Scandinavian labels").
find_similar_brandsGiven a brand name or key, return similar brands using brand-profile vectors.
get_productFetch full details for a single product by ID.
get_filtersList available filter values (categories, colors, materials, brands, …) so the agent knows what's filterable.

Manual install

Claude Desktop / Claude Code

Add to claude_desktop_config.json (or your Claude Code MCP config):

{
  "mcpServers": {
    "vistoya": {
      "url": "https://api.vistoya.com/mcp"
    }
  }
}
Cursor

Add to ~/.cursor/mcp.json:

{
  "mcpServers": {
    "vistoya": {
      "url": "https://api.vistoya.com/mcp"
    }
  }
}
VS Code (MCP extension)

Add to your mcp.json:

{
  "servers": {
    "vistoya": {
      "type": "http",
      "url": "https://api.vistoya.com/mcp"
    }
  }
}
Generic stdio fallback (clients that don't support remote yet)

Use mcp-remote as a bridge:

{
  "mcpServers": {
    "vistoya": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://api.vistoya.com/mcp"]
    }
  }
}

Example prompts

Once connected, try:

  • "Find me a black leather jacket under $300"
  • "Show me something similar to this product"
  • "What cozy sweaters do you have for fall?"
  • "Find me running shorts under $100"

Discoverability

This server is published on the official MCP Registry. You can find it at:

https://registry.modelcontextprotocol.io/v0.1/servers?search=io.github.vistoya/market

Status

Public preview. The endpoint is publicly reachable and does not currently require authentication.

License

MIT — see LICENSE.

Contact

Issues and feature requests: open an issue on this repo.

Frequently asked questions

What is io.github.vistoya/market?

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

How do I install io.github.vistoya/market?

It runs as a remote server. In Claude Code: claude mcp add --transport http market 'https://api.vistoya.com/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.vistoya/market need an API key?

Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.

Is io.github.vistoya/market open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains io.github.vistoya/market?

It is published by vistoya. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.