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analytics-mcp-server

by kshitiz305
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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

    A4.3/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool has a clear, distinct purpose: listing tables, describing schemas, importing data, running custom queries, and performing common aggregations. No overlap or ambiguity.

    Naming Consistency4/5

    All tools use the 'analytics_' prefix and snake_case. Most follow a verb_noun pattern (e.g., describe_table, list_tables), but 'analytics_aggregate' lacks a noun, which is a minor inconsistency.

    Tool Count5/5

    With 5 tools covering exploration (list, describe), querying (run, aggregate), and data loading (import), the count is well-scoped for an analytics server. Not too few, not too many.

    Completeness4/5

    Covers core analytics workflows: schema discovery, custom queries, common aggregations, and data import. Minor gaps include lack of an export tool or more advanced statistical functions, but these can be addressed via custom queries.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources