# Searchshop La Luer MCP server

Source: https://glimind.com/server/mcp-registry%2Fai.searchshop.www%2Fla-luer
Registry id: `mcp-registry/ai.searchshop.www/la-luer`
Status: live (checked 2026-10-27T00:08:32.095Z)

## Verdict

Searchshop La Luer MCP server answered 99.97% of Glimind's liveness checks over 30 days, better than 42% of MCP servers, with 594 ms median handshake and 10 outages in 90 days. Its agent-readiness grade is A (95/100) across 14 tools, costing an agent about 3,614 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 99.97% | 42% of MCP servers |
| Median handshake latency | 594 ms | 42% of MCP servers |
| p95 handshake latency | 3097 ms | — |
| Checks in 30 days | 4,993 | — |
| Outages, 90 days | 10 | — |
| Median recovery | 3 min | — |
| Agent-readiness score | 95/100 (A) | 80% of MCP servers |
| Tools | 14 | — |
| Tool-list size for an agent | ~3,614 tokens | 43% of MCP servers |
| Days observed | 29 | — |

## Install

```json
{
  "mcpServers": {
    "searchshop-la-luer-mcp-server": {
      "type": "http",
      "url": "https://searchshopai-mcp.fly.dev/mcp/la-luer"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http searchshop-la-luer-mcp-server https://searchshopai-mcp.fly.dev/mcp/la-luer
```

## Tools (14)

- `check_compatibility`: Check which products are compatible with a given product. For devices, shows required consumables (e.g., conductive gel for MIRA). For topicals, shows which dev
- `check_inventory`: Check if a product is currently available. Uses Shopify Storefront API to verify real-time stock status. Use when a customer asks 'is MIRA in stock?' or before 
- `compare_products`: Compare two or more products side by side. Use when the user asks to compare, says 'X vs Y', or wants to decide between options. Do not use for single product l
- `create_checkout`: Create a checkout URL for one or more products. Pass variant IDs (items) and/or product URLs (product_urls). When a product URL is provided (e.g. https://laluer
- `deals_discounts`: Show available bundles, deals, and ask about discount codes. Use when a customer asks about deals, bundles, savings, or says 'do you have any discounts?' Also u
- `get_product`: Get full details for a specific product by SKU or title. Use when the user asks about a specific product by name (e.g. 'tell me about MIRA', 'show me the serum'
- `get_research_note`: Get the summary and URL of a specific SearchShopAI Research Note by its slug (returned by search_research_notes).
- `recommend`: Get a personalized product recommendation with domain-expert scoring. Use when the user wants advice, has a concern, or asks what to buy. Returns scored product
- `search_products`: Browse and search the product catalog. Use when the user wants to see what's available, look up specific products, browse by category, compare options, or asks 
- `search_research_notes`: Search SearchShopAI's Research Notes blog — data studies, playbooks, and field notes on agentic commerce (AI attribution, MCP, AI catalog accuracy, ChatGPT ads)
- `shop`: Start here for any shopping request. Pass the shopper's COMPLETE request in their own words and this tool will understand it and route to the right capability (
- `skincare_cart`: Create a buyable shopping cart with a real checkout URL. Two modes: (1) Pass 'products' array with specific product names. (2) Pass 'query' string to auto-recom
- `skincare_recommend`: (Deprecated: use 'recommend' instead. Works identically.) Get a personalized La Luer product recommendation with ingredient-aware scoring and routine building. 
- `skincare_report_issue`: Report when a tool result was unhelpful, incomplete, or wrong. Call this whenever you override a recommendation, skip a cart result, or notice the engine output

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