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Scored across 10 tools
Tools are largely distinct: search_tools is meta, search and ask_question target different retrieval modes, and time_travel tools are clearly separated. Some confusion could arise between search and ask_question since both retrieve information, but descriptions clarify the intent.
Most tools follow a verb_noun pattern (get_document, list_documents, upload_document). A few deviate like 'search' (bare verb) and 'time_travel_diff' (noun-heavy), but overall naming is predictable and readable.
With 10 tools, the server is well-scoped. Each tool serves a distinct function within the two core domains (document search/RAG and time-travel on Iceberg), and none feel redundant or unnecessary.
The document side covers upload, retrieval, and search but lacks update and delete operations, which are common CRUD gaps. The time-travel features are useful but assume knowledge of tables/snapshots without a listing mechanism; overall the surface is functional but not fully comprehensive.