Query Baselight's public catalog of 70,000+ datasets — finance, demographics, sports, and more.
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Scored across 9 tools
Each tool has a distinct purpose: discovery (search_catalog, search_tables), metadata retrieval (get_dataset_metadata, get_dataset_tables, get_table_metadata), user info (get_user), ping, and query execution (sdk_query_execute, sdk_get_results). There is no overlap or ambiguity between tools.
All tools follow the consistent pattern `baselight_<verb>_<noun>` using snake_case. Verbs like get, search, ping, and query-related sdk_ prefix are used consistently across the tool set.
With 9 tools, the set covers discovery, metadata, query execution, and user info without being overwhelming. The number is well-scoped for a data catalog and query platform.
The tools cover the full lifecycle for data exploration: discovery, metadata inspection, query execution, and result retrieval. No obvious gaps exist for the intended use case of browsing and querying datasets.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
baselight_get_dataset_metadata1 field changedInput schema / additionalPropertiesRemoved value: -falsebaselight_get_dataset_tables1 field changedInput schema / additionalPropertiesRemoved value: -falsebaselight_get_table_metadata1 field changedInput schema / additionalPropertiesRemoved value: -falsebaselight_get_user1 field changedInput schema / additionalPropertiesRemoved value: -falsebaselight_sdk_get_results1 field changedInput schema / additionalPropertiesRemoved value: -falsebaselight_sdk_query_execute1 field changedInput schema / additionalPropertiesRemoved value: -falsebaselight_search_catalog1 field changedInput schema / additionalPropertiesRemoved value: -falsebaselight_search_tables1 field changedInput schema / additionalPropertiesRemoved value: -falsebaselight_get_dataset_metadatabaselight_get_dataset_tablesbaselight_get_table_metadatabaselight_get_userbaselight_pingbaselight_sdk_get_resultsbaselight_sdk_query_executebaselight_search_catalogbaselight_search_tablesSearch, sample and query open reproducible datasets published as immutable Parquet with schemas.
Public data API with ML enrichment — SEC EDGAR, FRED, NOAA, EPA, USGS. 404 endpoints.
Citable US facts w/ curated query templates: SEC financials, bank call reports, nonprofits. No key.
Query 29,500+ World Bank development indicators for 200+ countries across 60+ years.
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