grocery_normalize
shallowio.github.horizon-pulse/horizon-pulse · Verify this server
Recipe ingredient parser and shopping list API: POST JSON {ingredients: [lines], servings?, targetServings?} (or GET ingredients=line|line). Returns per line name, canonicalId, qty, unit, metric (ml or g), category, optional/toTaste, prepNote, stated pack size, a typical pack hint, plus a merged shoppingList scaled to targetServings and unparsed lines. Deterministic, no outbound calls, no prices, nothing stored. Bad input (400) or nothing parsed (422): not charged. Price $0.002 per call via x402, USDC on Base (MCP payments are Base only).
1 trials · measured today
grocery_normalize scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.horizon-pulse/horizon-pulse, measured 20 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
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 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/9fbe69ad-6a6b-4606-a635-f63613117c9a)