live_bestsellers
shallowcom.webotee/amazon-product-research-mcp · Verify this server
Amazon Best Sellers list for one category, as Amazon shows it now: up to 100 products in rank order (rank, ASIN, title, price, rating, ratings count), the category's full breadcrumb path, and its subcategories with their URLs. With only marketplace_id (no url) it returns the marketplace's top-level best-seller categories, so you can walk the tree: root -> category -> subcategory, always with a URL from a previous answer. Use when the user asks what sells best in a category right now or wants a top-100 list. For keyword searches use amazon_search_results or search_products. Fresh lists take 15-35 seconds; Amazon refreshes them hourly, so recent lists return instantly. Amazon marketplaces only.
1 trials · measured 1 day ago
live_bestsellers scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.webotee/amazon-product-research-mcp, 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
- Commerce & retail
- 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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