Who Gho MCP Server

Fetch metadata for WHO GHO indicator codes: the canonical code, full name, and supported dimensions (e.g. COUNTRY, REGION, SEX, YEAR, WORLDBANKINCOMEGROUP, AGEGROUP). Call this before who_query_indicator_data to confirm valid filter dimensions. Processes the first 10 entries and returns unprocessedCodes to submit next, accepting at most 1000 raw entries. With GHO_CLAMP_LIMITS=false, calls above 10 reject. Many valid indicators have no dimension listing upstream — those return an empty dimensions array with dimensionsNote. Processed codes absent from both the catalog and dimension table appear in notFound. No found entries raises all_not_found only when no unprocessed entries remain.

List valid codes and labels for a WHO GHO dimension type such as COUNTRY, REGION, SEX, WORLDBANKINCOMEGROUP, or AGEGROUP. Use this to discover valid filter values before calling who_query_indicator_data, or to confirm the WHO code for a country, including historical codes. Use who_list_dimensions to discover all available dimension type codes. Results are paged in a deterministic order — narrow hierarchical dimensions with parent_code (e.g. the countries in one WHO region), and page the rest with offset.

List all dimension type codes and human-readable titles available in the WHO Global Health Observatory API. Use this to discover valid dimension codes before calling who_list_dimension_values. Common dimensions include COUNTRY, REGION, SEX, WORLDBANKINCOMEGROUP, and AGEGROUP, but many additional types exist — this tool exposes them all.

Browse the WHO Global Health Observatory indicator catalog with pagination. Use when you want to explore indicators without a keyword, or to page through the full catalog. Use who_search_indicators when you have a keyword to narrow the results.

Query data rows for a single WHO GHO indicator with optional spatial, temporal, and dimension filters. Returns rows with numeric values, uncertainty intervals (Low/High), and spatial/time metadata. This is the primary data-fetching tool in the find-then-query workflow: use who_search_indicators to find the indicator code, optionally call who_get_indicator_metadata to confirm which filter dimensions are valid, then call this tool. Discover positional filters from returned dim1Type/dim1, dim2Type/dim2 and dim3Type/dim3 pairs; metadata alone does not identify a slot. Spatial filters are mutually exclusive per call: provide only one of country_codes, region_codes, or income_group_codes — mixing them triggers an error. Omitting all spatial filters returns all geographies (may be large; use limit to cap). The sex filter only applies when the indicator uses SEX as its first cross-cutting dimension — if not, the filter returns empty rows; check who_get_indicator_metadata first if uncertain. Rows are returned in a deterministic order (most recent first by default), so a capped result is the top of a defined slice rather than an arbitrary sample; page through the rest with offset.

Search the WHO Global Health Observatory indicator catalog by words in the indicator name. Every whitespace-separated word must match independently as a case-insensitive substring, in any order; try "tuberculosis incidence", "sanitation basic", or "HIV". When no names match, an exact indicator-code lookup is attempted. Returns canonical indicator codes and names for who_query_indicator_data. Refine the query or page through the same result set with offset.