ilostat_query_indicator

shallow

io.github.cyanheads/ilostat-mcp-server · Verify this server

Fetch observations for up to 3 ILOSTAT datasets, filtered by reference area or area group, sex, breakdown codes (classif1, classif2), source, and period. Rows keep their source, observation status, decoded notes, and a basis — reported, modelled_estimate, or projection — and the response echoes every filter applied, including the best-source default. Codes are checked against ILOSTAT's dictionaries before the request is sent: ilostat_list_reference lists valid codes and ilostat_describe_indicator lists the codes a dataset actually uses. A result larger than the inline preview is staged in full as a df_<id> dataframe for SQL through ilostat_dataframe_describe and ilostat_dataframe_query when this deployment enables dataframes. A request with no filters at all is refused when the dataset exceeds the row ceiling, and a filtered request that still exceeds it is refused with guidance to narrow it.

100.0/100

1 trials · measured 1 day ago

ilostat_query_indicator scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.cyanheads/ilostat-mcp-server, 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 + stdio
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: ilostat_query_indicator
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ilostat_query_indicator — Vouch