ONS + Nomis MCP server
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TDQS
Scored across 18 tools
Tools are clearly segmented into ONS and Nomis groups by prefix, and within each group the purposes are distinct: metadata retrieval, dimension listing, data fetching, etc. The only slight overlap is between get_timeseries and get_observations, but they are explicitly documented for different use cases.
ONS tools follow a consistent verb_noun pattern (get_, list_, search_), while Nomis tools use a consistent nomis_verb pattern. However, 'nomis_data_url' breaks the verb pattern, and mixed verb initiatives (get vs list) across the server are minor inconsistencies.
18 tools is a reasonable count for covering two distinct APIs (ONS and Nomis) without being overwhelming. Each tool serves a clear purpose, and the number aligns well with the server's scope of data query and exploration.
The tool surface covers core operations for both APIs: browse, search, metadata, dimension options, data retrieval, and even a download URL builder. Minor gaps exist, such as lacking a tool to list all Nomis datasets without a search query, but this does not critically hinder functionality.