Science MCP
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TDQS
Scored across 4 tools
search_software (substring/name search) and lookup_software (exact name or identifier) both retrieve software and could momentarily be confused, but the descriptions clearly distinguish fuzzy name search from exact lookup. list_seed_projects (catalogue browsing) and get_project_context (single-project detail retrieval) are clearly distinct.
All four tools follow a consistent snake_case verb_noun pattern: search_software, lookup_software, list_seed_projects, get_project_context. The verbs are predictable and map cleanly to their operations.
Four tools is a lean but reasonable set for a read-only discovery/lookup service covering search, exact lookup, catalogue listing, and project detail. It is slightly thin but each tool earns its place with a distinct operation.
The surface covers the main lifecycle of a catalogue server: discovery via search/lookup, browsing via seed listing, and detail retrieval via context. It lacks any cross-cutting query or export operation, but for a read-oriented search/lookup domain the core workflows are covered.