amazon_reviews

shallow

com.scrapeunblocker/scrapeunblocker-mcp-remote · Verify this server

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.

100.0/100

1 trials · measured 2 days ago

amazon_reviews scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.scrapeunblocker/scrapeunblocker-mcp-remote, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
gated
Category
Developer infrastructure
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: amazon_reviews
[![Vouch score](https://vouch.tools/api/tools/c3b62a32-a809-4ab5-a037-2f34a868e0d6/badge.svg)](https://vouch.tools/tools/c3b62a32-a809-4ab5-a037-2f34a868e0d6)
amazon_reviews — Vouch