# Vertex AI Search for Commerce MCP Server

> Use this tool when you need to implement AI-powered product search in e-commerce applications, enabling customers to find products using natural language queries. It solves problems of inaccurate or incomplete search results, providing a more intuitive and user-friendly search experience. The tool takes in natural language queries as input and returns relevant product results from the catalog.

Canonical page: https://skillsregistry.net/skills/ksmin23-mcp-vertex-ai-retail-search-server  
JSON: https://api.skillsregistry.net/v1/skills/ksmin23-mcp-vertex-ai-retail-search-server

## Description

Provides Vertex AI Search for Commerce product search as a tool, enabling AI agents to search product catalogs using natural language queries.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/qr78nf86ap)
- **Repository:** <https://github.com/ksmin23/mcp-vertex-ai-retail-search-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "ksmin23-mcp-vertex-ai-retail-search-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ksmin23-mcp-vertex-ai-retail-search-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ksmin23-mcp-vertex-ai-retail-search-server/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt