find_part_categories
shallowee.iparts/catalogue · Verify this server
Resolve a natural-language automotive part request (et/ru/en) into one or more real public iParts catalogue categories using the store's existing multilingual synonym database and Meilisearch. The tool intentionally returns multiple plausible categories (e.g. standard / economy / high-performance brake discs, or brake disc / clutch disc for "disc") instead of silently selecting the first search result. Select one or more categories only when the user's intent makes the choice clear, otherwise ask the user. Words like front/rear/left/right are not category criteria here — keep them for the refinements of find_parts_for_vehicle. Vehicle-independent. Use the returned opaque category_ref with find_parts_for_vehicle. Not for part numbers (use search_parts). Paging: has_more/next_cursor continue the SAME candidate list (pass cursor with the same query and language); search_limited=true means the store's search window was full and paging cannot reveal more — ask for a more specific part name. status is decided on the complete candidate list, not on the page.
1 trials · measured 1 day ago
find_part_categories scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ee.iparts/catalogue, measured 6 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
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 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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