amazon_reviews
shallowcom.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.
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
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | 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
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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