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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:

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

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

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

Related MCP server: ecommerce-mcp-server

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

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