categorize_product
shallowcom.market-category-booster/mcb · Verify this server
Map a free-text product description to a marketplace category path. Walks the taxonomy of the target marketplace one level at a time and returns the full path: one match per level, from the broadest category down to the most specific one, each with the reason it was picked. Use it to assign a listing category to a product you only have prose for. The last match carries `truncated: true` when the per-request token budget stopped the descent before a leaf. Every successful call is billed: with no `X-API-Key` header and no x402 payment proof the tool answers with the payment requirements instead of a result.
1 trials · measured 14 days ago
categorize_product scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.market-category-booster/mcb, measured 23 Sept 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
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-23 | 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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[](https://vouch.tools/tools/263cc73b-e106-487a-8fd8-b60552a1a547)