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scrapeunblocker-mcp-remote

Scrape the reviews on an Amazon product page

amazon_reviews
Read-only

Returns the review data an Amazon product page shows to a signed-out visitor, as JSON: the overall rating, total reviewCount (global ratings), the 5..1-star histogram (percent per star), the AI customersSay summary (overall text plus per-aspect sentiment, mentions, positive, negative, summary and the quoted review excerpts Amazon shows for the aspect) and the top reviews (each with id, url, author, rating, title, body, date, country, fromOtherCountry, verified, helpfulVotes, variant and images). Identify the product with asin (plus marketplace) or a product url. Scope: Amazon only shows its full review list to signed-in customers, so this endpoint returns the public slice on the product page - typically 5 to 13 top reviews, local ones first and then reviews from other countries - not a complete review export. When Amazon hides the top reviews behind a sign-in prompt (common on amazon.com), reviewsGated is true and reviews is empty; the rating, histogram and customers-say data, including its review excerpts, are still returned. Every field is always present and is null when the page does not show it. proxy_country defaults to the marketplace's home country; the proxy that served the request is reported as exitCountry (its country) and exitProvider (its type: isp, residential or datacenter). Returns JSON. Billed like an API request; listing plugins bill one unit per result page they fetch, so keep max_results modest.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
urlNoFull Amazon product url, e.g. 'https://www.amazon.de/dp/B0D1XD1ZV3'. The ASIN and marketplace are read from it, so `asin`/`marketplace` are not needed when a url is given.
asinNoAmazon product id (10-char ASIN, e.g. 'B07PXGQC1Q'; books use their ISBN-10). Give either `asin` (with `marketplace`) or a product `url`.
marketplaceNoRegional Amazon site the ASIN belongs to. Reviews are read from that store. One of: amazon.com, amazon.co.uk, amazon.de, amazon.fr, amazon.it, amazon.es, amazon.nl, amazon.se, amazon.pl, amazon.com.be, amazon.com.tr, amazon.ca, amazon.com.mx, amazon.com.br, amazon.co.jp, amazon.in, amazon.ae, amazon.sa, amazon.sg, amazon.com.au. Default: amazon.com.
proxy_countryNoProxy country the request is sent from (ISO-2, e.g. 'US', 'DE'). Defaults to the marketplace's home country. The reviews come from the marketplace itself, so any proxy country returns the same reviews.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so the safety profile is covered. The description adds genuinely useful behavior: reviewsGated gating on amazon.com, null-when-absent field semantics, proxy country reporting via exitCountry/exitProvider, and per-page billing. It doesn't cover rate limits or retry/failure behavior, so a 3 is fair against the annotation baseline.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with purpose, and the long field enumeration earns its place because there is no output schema. Some sentences are run-ons, but no content is filler given the missing output schema.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no output schema, the description must carry the full return-value burden and does: rating, reviewCount, histogram, customersSay aspects/excerpts, and per-review fields are all enumerated, plus gating and null-fill semantics. Nothing an agent needs to interpret the response is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and the four parameter descriptions already document the asin/marketplace/url relationship, the marketplace enum list and the proxy_country default. The description largely restates this ('Identify the product with asin (plus marketplace) or a product url'), so it adds little beyond the schema. Baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Opens with a specific verb+resource: returns Amazon product-page review data as JSON. It clearly delineates scope ('public slice on the product page') versus a full review export, which is exactly the line that separates it from amazon_product (details) and search siblings.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explains how to invoke it (identify product via asin+marketplace or url) and gives a strong negative-scope statement ('not a complete review export', 5-13 top reviews). It does not explicitly name sibling tools to use instead, but the context of use is unambiguous.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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