browse_by_brand
deepcom.tosheroon/mcp · Verify this server
Browse Amazon products by brand name. Returns products matching the given brand.
75.3/100
52 trials · measured 16 days ago
browse_by_brand scores 75.3/100 on Vouch's measured behaviour index, from 52 real invocation trials against com.tosheroon/mcp, measured 6 Oct 2026 under methodology v0.2.0. Its lowest-scoring measured component is Concurrency at 0.0/100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | 90.0 |
| Schema integrity | 25% | not applicable |
| Failure behaviour | 15% | 66.7 |
| Latency | 15% | 100.0 |
| Concurrency | 10% | 0.0 |
Tool details
- Transport
- remote
- Credential class
- open
- Category
- Commerce & retail
- Input schema
- declared
- Output schema
- not declared
- Side-effect classification
- read-only
- Declared input schema
{ "type": "object", "required": [ "brand" ], "properties": { "brand": { "type": "string", "description": "Brand name to search for (e.g. Sony, Apple, Samsung)" }, "limit": { "type": "integer", "default": 20, "maximum": 50, "minimum": 1, "description": "Number of products to return (1-50). Defaults to 20." }, "region": { "type": "string", "default": "uk", "description": "Country code (e.g. uk, us, de). Defaults to uk." } } }
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 75.3 | deep | v0.2.0 |
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
| 2026-08-24 | 68.3 | deep | v0.1.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| reliability | pass: 36, error: 4 |
| malformed_input | error: 8 |
| timeout_honour | skipped: 4 |
| cancellation | skipped: 4 |
| determinism | error: 8 |
| concurrency | error: 40 |
| 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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[](https://vouch.tools/tools/09edbbd2-7f9e-47dd-9634-108036b4926a)