food_by_barcode
shallowcom.mcpscores/food-facts · Verify this server
Look up a packaged food by its barcode and get the fields that answer "can this person eat this?" — ingredients, allergens, traces, additives, Nutri-Score, NOVA processing group and per-100g nutrition. Data is from Open Food Facts, which is crowd-sourced and openly licensed: coverage is uneven by country and a product can be listed with most nutrition empty, so every response carries a completeness flag and missing values are null rather than estimated. A barcode not in the database returns not_found and is NOT charged. Costs $0.001 USDC per call via x402 on Base.
1 trials · measured 8 days ago
food_by_barcode scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.mcpscores/food-facts, 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
- self-provisionable
- Category
- Developer infrastructure
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 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/17a24557-6192-4e68-ae31-72241f89a79b)