# Laundromatic Shopgraph MCP server

Source: https://glimind.com/server/mcp-registry%2Fio.github.laundromatic%2Fshopgraph
Registry id: `mcp-registry/io.github.laundromatic/shopgraph`
Status: live (checked 2026-10-27T02:18:29.538Z)

## Verdict

Laundromatic Shopgraph MCP server answered 100% of Glimind's liveness checks over 30 days, better than 42% of MCP servers, with 970 ms median handshake and 0 outages in 90 days. Its agent-readiness grade is A (96/100) across 4 tools, costing an agent about 1,636 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 100% | 42% of MCP servers |
| Median handshake latency | 970 ms | 22% of MCP servers |
| p95 handshake latency | 2816 ms | — |
| Checks in 30 days | 4,927 | — |
| Outages, 90 days | 0 | — |
| Median recovery | — | — |
| Agent-readiness score | 96/100 (A) | 82% of MCP servers |
| Tools | 4 | — |
| Tool-list size for an agent | ~1,636 tokens | 56% of MCP servers |
| Days observed | 29 | — |

## Install

```json
{
  "mcpServers": {
    "laundromatic-shopgraph-mcp-server": {
      "type": "http",
      "url": "https://shopgraph.dev/mcp"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http laundromatic-shopgraph-mcp-server https://shopgraph.dev/mcp
```

## Tools (4)

- `enrich_basic`: Extract basic product attributes from a URL (name, price, brand, availability). Faster and cheaper than enrich_product. 50 free calls/month — no payment needed.
- `enrich_html`: Extract product data from raw HTML you already have (no HTTP fetch needed). Ideal when using Bright Data, Firecrawl, or any scraping API — pipe the HTML through
- `enrich_product`: Extract comprehensive product data from a URL including name, price, brand, images, availability, and more. Uses schema.org structured data when available, with
- `score_product`: Extract product data and return agent-readiness score (0-100). Scores structured data completeness, semantic richness, UCP compatibility, pricing clarity, and i

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.