metabase-mcp-python
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TDQS
Scored across 19 tools
Each tool has a clearly distinct purpose: database vs table vs card vs dashboard vs collection operations are well-separated. Even similar tools like get_table and get_table_data are distinct (metadata vs sample data).
All tool names follow a consistent verb_noun pattern using snake_case, with clear verbs like get, list, execute, create, and search. No mixed conventions or ambiguous verbs.
19 tools is on the higher end of appropriate for a Metabase server, covering databases, tables, cards, dashboards, collections, and querying. Slightly heavy but each tool provides distinct functionality.
The set covers reading and querying well, but lacks create/update/delete operations for cards and collections. Only dashboard creation exists, leaving obvious lifecycle gaps for analytical content.