mcp-amazon-top-reviews-scraper

Amazon Top Reviews Scraper MCP Server

An MCP server for the Mamba Labs Amazon Top Reviews Scraper actor on Apify. Top Amazon reviews and rating summary by ASIN on 8 marketplaces outside the US.

What's Inside

• What it does
• Quick start
• Prerequisites
• Example prompts
• Tool
• Inputs
• Pricing
• Full actor documentation
• License

What it does

Give ASINs or product URLs on 8 Amazon marketplaces outside the US. You get one row per product with the rating, ratings count, and star split, and one flat row per top review: about 8 from the marketplace country and up to 5 from other countries, with date, stars, title, full text, variant, verified purchase, and helpful votes.

All of the work runs on Apify. This package is a thin client that starts the actor run, waits for it, and hands back the dataset rows.

Quick start

You need Node.js 18 or newer and an Apify account with an API token.

Add this to your Claude Desktop config (claude_desktop_config.json), Cursor, or any MCP client:

{
  "mcpServers": {
    "mamba-amazon-top-reviews-scraper": {
      "command": "npx",
      "args": [
        "-y",
        "@mambalabsdev/mcp-amazon-top-reviews-scraper"
      ],
      "env": {
        "APIFY_TOKEN": "your-apify-token"
      }
    }
  }
}

Restart the client. The get_amazon_top_reviews tool appears.

Prerequisites

• Node.js 18 or newer.
• An Apify API token from console.apify.com/account/integrations, set as APIFY_TOKEN. The server lists its tool without a token; a call needs one.

Example prompts

• "Get the top reviews for ASIN B01N5IB20Q on amazon.de."
• "What do UK buyers say about this Amazon product?"
• "Compare the star split of these ASINs on amazon.co.jp."

Tool

get_amazon_top_reviews. One tool. Example arguments:

{
  "products": [
    "B01N5IB20Q"
  ],
  "marketplace": "amazon.co.uk"
}

Inputs

Every buyer facing input of the actor. Omitted inputs take the actor's own defaults.

Input	Type	Required	Description
products	array	no	ASINs or Amazon product URLs. A URL sets its own marketplace; an ASIN uses Marketplace below. From Clay, put the column inside a one item list.
marketplace	string	no	Marketplace for ASINs given without a URL. amazon.co.uk (default), amazon.de, amazon.fr, amazon.it, amazon.es, amazon.ca, amazon.co.jp, or amazon.in. amazon.com is not supported: its logged out pages show no reviews.
include_other_countries	boolean	no	yes (default) or no. The page also shows about 3 to 5 top reviews from other countries, which can include the United States. No keeps only the marketplace's own country.
include_reviewer_names	boolean	no	no (default) or yes. Yes adds the public display name Amazon shows on each review.
max_charge_usd	string	no	Optional. The run stops before a charge that would pass this amount. Summary rows are always returned.

Pricing

Pay per event on Apify, billed to your Apify account. Prices in USD.

Event	Free plan	Bronze	Silver	Gold
product-read, one product page read, with up to about 13 top reviews	$0.03	$0.0285	$0.027	$0.0255
product-not-found, one ASIN Amazon reports as not on that marketplace	$0.002	$0.0019	$0.0018	$0.0017
apify-actor-start, per run start	$0.006	$0.006	$0.006	$0.006

Review rows, blocked products, and refused input are free. Mamba Labs pays the platform costs of the run, Apify proxy traffic included.

Full actor documentation

apify.com/mambalabs/amazon-top-reviews-scraper

License

MIT. See LICENSE.