Query official international development indicators from sources including the World Bank, WHO, UNICEF, FAO, ILO and IMF, preserving definitions, units, source identifiers and citations
Scored across 10 tools
Most tools target distinct resources or actions, but list_sources, get_source_setup, and faostat_list_domains all touch source or domain availability and access, creating mild overlap. Descriptions largely clarify these boundaries, so an agent can usually select correctly.
All tool names use snake_case and follow a verb_noun pattern, including the FAOSTAT-specific tools. The source prefix in faostat_list_domains and faostat_search_dimension is consistent and readable rather than a break in convention.
Ten tools is well-scoped for a development-indicator discovery and retrieval server. Each tool corresponds to a distinct pipeline step such as listing, searching, resolving, retrieving, or comparing, with no obvious bloat.
The surface covers source discovery, geography resolution, indicator search, metadata, observation retrieval, comparison, and FAOSTAT dimension lookup. Minor gaps include microdata catalog discovery without retrieval, and source-specific dimension search not generalized beyond FAOSTAT.
Retrieve series side by side and flag obvious metadata differences without merging them.
Inputs: series_refs (required), country_codes (required), end_year, start_year, +2 more. Returns: series, source_errors, comparability_warnings
List live FAOSTAT groups and domains available to build source-qualified series.
Inputs: limit, cursor, status, group_code, +1 more. Returns: items, total, cursor, next_cursor
Search a FAOSTAT domain's area, item, element, unit, or other definition table.
Inputs: query (required), dataset (required), dimension (required), limit, +1 more. Returns: items, total, cursor, next_cursor
Find relevant public microdata catalogues and state their access conditions.
Inputs: query (required), country. Returns: result
Retrieve authoritative metadata for a source-qualified series reference.
Inputs: series_ref (required). Returns: name, unit, topics, source_id, +8 more
Retrieve official observations while retaining metadata, citations and warnings.
Inputs: series_ref (required), country_codes (required), end_year, start_year, +2 more. Returns: query, metadata, warnings, observations
Explain source access requirements without exposing server secrets.
Inputs: source_id (required). Returns: source, registration_url, credential_policy, server_configured, +1 more
List supported and planned official data sources and their access characteristics.
Inputs: topic. Returns: total, sources, warnings
Resolve country names or codes to ISO 3166-1 alpha-3 codes such as GHA and KEN.
Inputs: names_or_codes (required). Returns: resolved, unresolved
Rank official indicators; returns match evidence, retrieval health and source failures.
Inputs: query (required), limit, source_ids. Returns: total, results, warnings, cache_hit, +2 more
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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