ilostat_query_indicator
shallowio.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.
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
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | 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
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-06 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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