i14y-mcp
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TDQS
Scored across 13 tools
Each tool targets a distinct resource or action: listing vs. fetching individual entities, plus search, status, and code-list lookup. Even the overlapping get_dataset and get_dataset_distributions are clearly differentiated by the description noting get_dataset returns distributions alongside the full record, making get_dataset_distributions a focused convenience tool. No two tools appear to do the same thing.
Tool names follow a consistent verb_noun pattern: list_* for collections, get_* for single entities, search_* for search operations, and api_status for health. The pattern is uniform across all 13 tools with no mixed conventions or vague verbs.
13 tools is well within the ideal 3-15 range for a domain-specific server. Each tool covers a distinct aspect of the I14Y metadata catalog (datasets, data services, public services, concepts, publishers, catalogs, status), and none feel redundant or superfluous.
The tool surface covers the core read-only workflows for a catalog: listing and retrieving datasets, data services, concepts, and code-list entries, plus search, publishers, catalogs, and status. Minor gaps exist—there is no get_public_service or get_catalog, so those entities can only be listed, not fetched individually. This is a minor gap that agents can work around, but it does not break the primary use cases.