# Search MCP

> Use this tool when you need to enhance your e-commerce search functionality with AI-powered query planning and intelligent filtering. It solves problems of inaccurate or incomplete search results by leveraging large language models (LLMs) and Elasticsearch. The Search MCP tool takes in search queries as input and outputs relevant, filtered results, ideal for use in e-commerce applications where precise product search is crucial.

Canonical page: https://skillsregistry.net/skills/piscaries-search-mcp-demo  
JSON: https://api.skillsregistry.net/v1/skills/piscaries-search-mcp-demo

## Description

Enables LLM-powered search with Elasticsearch, including query planning, expansion, and intelligent filtering for e-commerce.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/l3n6kj4ift)
- **Repository:** <https://github.com/piscaries/search_mcp_demo>

## 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": "piscaries-search-mcp-demo"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/piscaries-search-mcp-demo` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/piscaries-search-mcp-demo/pull`

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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