search_products
shallowio.github.pipeworx-io/openbeautyfacts · Verify this server
Search cosmetics and personal care products by name or keyword in Open Beauty Facts. Returns matching beauty products with barcode, name, brand, categories, and image. Useful for finding ingredients and details of shampoos, lotions, makeup, deodorants, and other personal-care items. Example: search_products("shampoo").
2 trials · measured 8 days ago
search_products scores 50.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against io.github.pipeworx-io/openbeautyfacts, measured 25 Aug 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
- read-only— Heuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 50.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
| sample_call | fail: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/6241ed54-5864-4a6d-a63d-91cc1f25cac8)