ask_about_hotel

deep

io.github.roomza-inc/roomza · Verify this server

Ask a specific question about a hotel that standard data may not answer. Uses AI with web search to find the answer. Examples: 'Does this hotel have Eiffel Tower views?', 'Is there a rooftop bar?', 'How far is it from the airport?'. Try get_hotel first; use this only when that data doesn't answer the question.

97.4/100

52 trials · measured 13 days ago

ask_about_hotel scores 97.4/100 on Vouch's measured behaviour index, from 52 real invocation trials against io.github.roomza-inc/roomza, measured 6 Oct 2026 under methodology v0.2.0. Its lowest-scoring measured component is Latency at 94.5/100.

Component breakdown

ComponentWeightValue
Reliability35%95.0
Schema integrity25%100.0
Failure behaviour15%100.0
Latency15%94.5
Concurrency10%100.0

Tool details

Transport
remote
Credential class
open
Category
Travel & local
Input schema
declared
Output schema
declared
Side-effect classification
read-only
Declared input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "hotel_id",
    "question"
  ],
  "properties": {
    "hotel_id": {
      "type": "string",
      "description": "Hotel UUID"
    },
    "question": {
      "type": "string",
      "description": "The specific question about the hotel"
    }
  }
}

Score history

DayScoreTierMethodology
2026-10-0697.4deepv0.2.0
2026-08-25100.0shallowv0.2.0
2026-08-2488.8deepv0.1.0

Probe evidence

ProbeOutcomes
reliabilitytimeout: 2, pass: 38
malformed_inputpass: 8
timeout_honourpass: 4
cancellationpass: 4
determinismpass: 8
concurrencypass: 40
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: ask_about_hotel
[![Vouch score](https://vouch.tools/api/tools/8020571b-b769-4081-a984-5b1e2c07e574/badge.svg)](https://vouch.tools/tools/8020571b-b769-4081-a984-5b1e2c07e574)
ask_about_hotel — Vouch