list_fields

shallow

au.publicdata/mcp · Verify this server

List a served dataset's fields, with their types, descriptions, ranges and values, before querying it. Call it before query_rows or count_rows unless you already know the exact names and values, because where matches values exactly and an unknown field is an error. It also names the key fields diff_versions compares on and the partition fields list_partitions accepts. slug is lowercase letters, digits and hyphens, the part after /d/ in a dataset page URL, such as au-road-deaths. The answer describes the newest version, in one page. The call costs nothing against the rate limit. A slug that is not served or not loaded for queries returns an error.

100.0/100

1 trials · measured 2 days ago

list_fields scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against au.publicdata/mcp, measured 6 Oct 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
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

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: list_fields
[![Vouch score](https://vouch.tools/api/tools/4c7866ec-a62b-4f52-b3ba-d7fc5f7e9d15/badge.svg)](https://vouch.tools/tools/4c7866ec-a62b-4f52-b3ba-d7fc5f7e9d15)
list_fields — Vouch