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mcp-data-profiler

by Ridadata
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    TDQS

    A4.3/5.0

    Scored across 1 tool

    Disambiguation5/5

    Only one tool exists, so there is no possibility of ambiguity or misselection. The single tool's purpose is clearly stated with no overlap concerns.

    Naming Consistency4/5

    With only one tool, the naming convention question is largely moot, but 'profile_dataset' follows a sensible verb_noun pattern that would be consistent if the set were expanded.

    Tool Count2/5

    A single tool for a data profiling server is thin. While profiling is the core function, one would reasonably expect companion tools such as list_columns, detect_data_types, or list_sheets, making the surface feel under-scoped for the stated domain.

    Completeness2/5

    The server offers a single action for profiling but no way to list supported operations, compare datasets, export profiles, or inspect specific columns independently. Agents relying on this server can only get one broad summary with no ability to drill down or act on the results.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources