roastify_browse_catalog

shallow

io.github.lonniev/roastify-mcp · Verify this server

Browse the Roastify catalog: products and coffee blends together. Plan-gated items are returned with their tier marked, not hidden. Note that Roastify's catalog carries no origin, altitude, processing, or varietal data — those live only in the Merchant App UI. Roast level and decaf status come from the blend.

100.0/100

1 trials · measured 8 days ago

roastify_browse_catalog scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.lonniev/roastify-mcp, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%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

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: roastify_browse_catalog
[![Vouch score](https://vouch.tools/api/tools/b4632359-9ca8-474c-8bea-b78f7c25829f/badge.svg)](https://vouch.tools/tools/b4632359-9ca8-474c-8bea-b78f7c25829f)
roastify_browse_catalog — Vouch