Pricing

from $3.00 / 1,000 reviews

Amazon Ratings Scraper API - Star Rating Histogram

Scrape Amazon star ratings by ASIN: average rating, total rating count and the full 1-5 star histogram, plus estimated counts per star that Amazon only shows as percentages. Covers every rating on the listing, not a sample. 24 marketplaces, each with its own distribution.

Pricing

from $3.00 / 1,000 reviews

Rating

0.0

(0)

Developer

Blackcube Agency AB

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Configure MCP server with Amazon Ratings API - Star Rating & Review Histogram

The configuration above connects to the hosted Apify MCP server with the Amazon Ratings API - Star Rating & Review Histogram Actor already loaded. It uses OAuth, so your client opens a browser window to sign you in to Apify on first use. No API token is needed. Clients without OAuth support can authenticate with an Authorization: Bearer header carrying an API token from API & Integrations in Apify Console.

Get a ready-to-use configuration for your MCP client with the Amazon Ratings API - Star Rating & Review Histogram Actor preconfigured at https://mcp.apify.com/?tools=fetch-actor-details,vonsensey/amazon-ratings-scraper-api.

You can connect to the Apify MCP Server using clients like Tester MCP Client, or any other MCP client of your choice.

If you want to learn more about our Apify MCP implementation, check out our MCP documentation. To learn more about the Model Context Protocol in general, refer to the official MCP documentation or read our blog post.

Amazon Review Scraper - Public Reviews & Star Histogram

renzomacar/amazon-reviews

Extracts the reviews Amazon shows publicly on a product page - typically 10-15 per ASIN - with rating, full text, verified flag, reviewer, date and helpful votes, plus the star histogram and aggregate rating. No login needed. Bulk review history requires an authenticated session (self-hosted).

Renzo Madueno

Amazon Product Reviews Scraper API - ASIN & Ratings

vonsensey/amazon-reviews-scraper-api

Scrape Amazon product reviews by ASIN or URL as JSON or CSV: rating, title, text, date, verified purchase, helpful votes and images. Free star histogram per product. Checks 24 Amazon marketplaces, which each publish different reviews, and deduplicates. No start fee, failures are free.

Blackcube Agency AB

Amazon Reviews Scraper

scrapers_lat/amazon-reviews-scraper

Scrape Amazon product reviews at scale. For any ASIN or product URL get review title, star rating, text, reviewer name, date, verified-purchase flag, helpful votes and variant, plus the product's aggregate rating and full 5-star breakdown. Works across Amazon US, UK, DE, ES, MX and more.

Scrapers Lat

4.0

Amazon Reviews Scraper — Review Text, Ratings & ASIN Data

jaybird/amazon-reviews-scraper

Scrape Amazon product reviews into clean JSON: review text, title, star rating, date, verified-purchase flag, helpful votes, variant, and author — plus a per-ASIN ratings histogram. Look up by ASIN, product URL, or keyword search. Pay per review.

Jaybird Technologies

Amazon Scraper — Product Search, Prices & Ratings

logiover/amazon-product-scraper

Scrape Amazon search results in bulk: ASIN, title, price, list price, star rating, review count, Prime and sponsored flags, badge and image. Works across 19 Amazon marketplaces. No API key. Export to JSON/CSV/Excel.

Logiover

Amazon Reviews Stats Scraper

lalala0095/amazon-reviews-stats-scraper

Extracts review stats from Amazon product pages using Playwright. Get overall rating, total number of ratings, and star distribution (1★–5★). Supports multiple URLs, all Amazon domains, and includes robust fallback selectors.

SupportRules

5.0

Airbnb Reviews & Guest Sentiment Miner

apt_marble/airbnb-reviews-scraper

Collect every Airbnb review for any listing: full text, 1-5 star rating, exact date, language, reviewer and the host's reply. Each listing also gets its published rating breakdown, star histogram, topic tags, reply rate, monthly review volume and language mix. No account needed.

Hamza

Amazon Product Scraper — Price, Rating, Reviews & Images

hichemdev/amazon-product-scraper

Scrape Amazon products by search term or URL/ASIN: title, price, rating, review count, availability, brand, features, and images.

Hichem Ben Moussa

Amazon Product Scraper – Search & Export Products by Keyword

endspec/amazon-instant-product-scraper

Search Amazon by keyword and scrape product data: title, price, original price, star rating, rating count, Prime, best-seller and Amazon's Choice badges, image and product URL. Choose the marketplace (US, UK, DE, and more) and result count. No login, no API key. Pay only per product returned.