uk-he-data-mcp
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TDQS
Scored across 5 tools
Each tool covers a distinct aspect of UK higher education data: student outcomes (b3_outcomes), NSS satisfaction (nss_scores and compare_providers for cross-provider comparison), graduate earnings (leo_earnings), and provider lookup (search_providers). There is no overlap in purpose.
All tool names follow snake_case and a predictable pattern: data type nouns (b3_outcomes, leo_earnings, nss_scores) or verb_noun (compare_providers, search_providers). The naming is uniform and descriptive.
With 5 tools, the server is well-scoped for its domain. Each tool serves a necessary function without redundancy or bloat, covering key areas of higher education data.
The toolset covers student outcomes, satisfaction, and earnings comprehensively. Minor gaps exist (e.g., no tool for application data or fees), but these are explicitly excluded in tool descriptions and not core to the server's purpose.