lookup_barcode
shallowapp.openkrill/food · Verify this server
Use this when the user gives a product barcode (EAN or UPC) and wants to know what is in it, such as "what is in 3017620422003?". Returns the product name, brands, quantity, ingredients text, the allergens and traces the entry lists, Nutri-Score, NOVA group, nutrition per 100 g, a data-quality note and the Open Food Facts link. The barcode check digit is verified first. The data is crowd-sourced and may be incomplete or wrong: check the physical label. Not dietary or medical advice.
1 trials · measured 2 days ago
lookup_barcode scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against app.openkrill/food, 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.
Embed this score
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[](https://vouch.tools/tools/3fb03194-7f90-4694-9cb1-2f2521bffa9e)