ask_directory

shallow

pro.laspi/directory · Verify this server

Ask the directory a customer question in natural language. Returns schema.org cards of businesses that genuinely answer it (LLM-reranked, strictly from the directory — never invented) + grounding links. Use when the customer describes a NEED rather than a search term.

100.0/100

1 trials · measured 56 days ago

ask_directory scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against pro.laspi/directory, 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
open
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.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: ask_directory
[![Vouch score](https://vouch.tools/api/tools/035fc5c7-79f4-4315-afa4-2342b3b5530e/badge.svg)](https://vouch.tools/tools/035fc5c7-79f4-4315-afa4-2342b3b5530e)
ask_directory — Vouch