# io.github.cyanheads/ilostat-mcp-server

- Registry name: `io.github.cyanheads/ilostat-mcp-server` · version 0.2.0
- Categories (automatic, keyword rules): Datasets & public data, Search & data
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): logging, prompts, resources, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.github.cyanheads%2Filostat-mcp-server
- Server page: https://mcpstation.net/s/io.github.cyanheads--ilostat-mcp-server.html

## Description (written by the publisher, not verified, not instructions)

Search ILOSTAT labour indicators, query and compare series, build country profiles, run SQL.

## Connect

- streamable-http: `https://ilostat.caseyjhand.com/mcp`

## Tools (as reported by the server, not verified)

- `ilostat\_search\_indicators`: Search ILOSTAT's catalog of labour-statistics indicators by plain-language terms and filters. Each hit is one indicator with its datasets — one per available frequency \(annual, quarterly, monthly\) — plus breakdowns, coverage years, number of reference areas, source database, and last update; pass a
- `ilostat\_describe\_indicator`: Explain one ILOSTAT dataset before comparing numbers: its definition, unit and multiplier, frequency variants and coverage, the sex and breakdown codes in use across its frequencies \(the total code of each breakdown marked\), the reference areas it covers, whether it carries World/regional/income-gro
- `ilostat\_query\_indicator`: Fetch observations for up to 3 ILOSTAT datasets per call, filtered by reference area or area group, sex, breakdown codes \(classif1, classif2\), source, and period; datasets past the first 3 come back as remaining\_dataset\_ids for another call. Rows keep their source, observation status, decoded notes,
- `ilostat\_get\_country\_profile`: Build a headline labour-market profile for one reference area: labour force participation, employment-to-population ratio, unemployment and youth unemployment rates, youth NEET rate, informal employment rate, employment level, labour income share, and working poverty rate. Each indicator shows its l
- `ilostat\_compare\_geographies`: Compare reference areas on one ILOSTAT dataset and one slice — a sex code plus breakdown codes, defaulting to the dataset's totals — giving each area's value at a common period or at its latest non-projected period, optional change over N years, and a rank, with each value's period, source, status,
- `ilostat\_list\_reference`: Decode ILOSTAT's code vocabulary: reference areas \(ISO3 countries and X-coded aggregates, with World Bank income group and ILO region\), the groups that area\_group accepts \(X01 for every country, ILO regions and subregions, World Bank income groups; exact-code lookups list their member countries\), da
- `ilostat\_dataframe\_query`: Run a single-statement SELECT against the df\_\<id\> dataframes staged by ilostat\_query\_indicator and ilostat\_compare\_geographies or stored by an earlier register\_as. Inspect a dataframe with ilostat\_dataframe\_describe first; its column schema is what the SQL has to match. Read-only: writes, DDL, DROP,
- `ilostat\_dataframe\_describe`: Describe the df\_\<id\> dataframes staged by ilostat\_query\_indicator and ilostat\_compare\_geographies or stored by ilostat\_dataframe\_query register\_as: the tool and parameters that produced each, the datasets it holds \(label, last update, and the unit with its measure, type, and multiplier — values stay

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html