Shop Search

Product search for AI agents: Amazon + Shopify, cart-to-checkout buy path. Pay-per-call, no API key.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "shop-search": {
      "command": "npx",
      "args": [
        "-y",
        "shop-search"
      ]
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Documentation Overview

Shop Search MCP

Product search for AI agents with an executable buy-path — search across Amazon and live Shopify storefronts, vet the merchant, build a cart, get a checkout URL. Pay-per-call over MPP (HTTP 402): no API key, no signup, no account.

Run by Light Anchor, an agency operating real Amazon brands.

Connect (remote MCP server)

Claude Code:

Terminal

claude mcp add --transport http shop-search https://amazon.lightanchor.ai/mcp

Cursor / Claude Desktop / other stdio-only clients — use the bundled shim:

config.json

{
  "mcpServers": {
    "shop-search": {
      "command": "npx",
      "args": ["-y", "github:Light-Anchor/shop-search-mcp"]
    }
  }
}

Tools

Tool	Cost	What it does
`shop_search_preview`	free	Top Amazon result for any product query (rate-limited)
`get_paid_endpoints`	free	The full pay-per-call API and how to pay

The full API (pay-per-call, MPP)

Endpoint	Price
`POST /v1/shop/search`	$0.05	20+ results: Amazon + live Shopify stores with agent-executable cart routes
`POST /v1/shop/cart`	$0.05	Builds a real cart on any Shopify store → returns its checkout URL
`POST /v1/amazon/product`	$0.05	Live ASIN snapshot: price, BSR, rating distribution, seller
`POST /v1/amazon/listing-audit`	$1.00	Conversion audit: score, grade, ranked defects, top fixes
`POST /v1/review-insights`	$5.00	Evidence-linked review analysis (async, free polling)
`trust.lightanchor.ai` `/v1/trust-check`	$0.25	Merchant buy-safety verdict for any shop URL

Agent setup one-liner: Read https://amazon.lightanchor.ai/skill.md and set it up

Try it in a browser: amazon.lightanchor.ai/demo
Docs: llms.txt · OpenAPI
Payments settle via MPP tempo.charge; malformed inputs are rejected before payment settles — agents are never charged for typos.

Read the full README →View source on GitHub →

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Frequently Asked Questions about Shop Search

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "shop-search": { "command": "npx", "args": ["-y", "shop-search"] } }

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Technical Specs & Signals

CategoryFinance & Fintech

28Quality signal: Emerging · 28/100How this signal is calculated ▾

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Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

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More in 💰 Finance & Fintech →Best MCP servers for Finance & Fintech →Alternatives to Shop Search →Install in Claude Desktop Install in Cursor Install in VS Code