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duckdb-analytics-mcp

by arthurxavier106
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    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4.9/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: list_datasets for table inventory, describe_table for schema details, query for running SQL, profile_column for column-level analysis, and explain for query planning. There is no overlap or ambiguity between them.

    Naming Consistency5/5

    All tool names follow a consistent lowercase_with_underscores convention, with a verb-led pattern (list_, describe_, query, profile_, explain). Though 'query' and 'explain' are single verbs, the naming is predictable and uniform.

    Tool Count5/5

    With 5 tools, the server is well-scoped for an analytics warehouse. Each tool fills a necessary niche without redundancy, making the set feel lean but complete.

    Completeness5/5

    The tool surface covers the full analytical workflow: discover datasets, understand schema, profile data, run queries, and plan expensive queries. There are no obvious missing operations for the stated purpose of read-only analytics.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources