Vertex AI Retail Search Server

Example Use Cases

• 1

  Perform natural language product searches in retail catalogs.

• 2

  That require integration with Google Cloud's Vertex AI Search for Commerce API.

• 3

  Scalable deployment of product search services on Google Cloud Run.

Description

This MCP server example uses FastMCP to expose the Vertex AI Search for Commerce API, enabling AI agents to search product catalogs with natural language queries. It supports filtering by brand, color, category, and size, and returns detailed product information streams. The server is lightweight, easy to set up with environment variables, and can be deployed to Google Cloud Run for scalable, secure access.