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dragonkhoi

mixpanel

by dragonkhoi

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    TDQS

    A3.5/5.0

    Scored across 19 tools

    Disambiguation4/5

    Most tools have distinct purposes with clear boundaries, such as query_funnel_report for funnel analysis versus query_retention_report for retention metrics. However, there is some overlap between aggregated_event_property_values and aggregate_event_counts, as both handle aggregated event data but differ in scope (single vs. multiple events), which could cause minor confusion for agents.

    Naming Consistency5/5

    Tool names follow a highly consistent verb_noun pattern throughout, such as list_saved_cohorts, query_funnel_report, and get_top_events. All tools use snake_case uniformly, with clear and predictable naming conventions that enhance readability and predictability for agents.

    Tool Count3/5

    With 19 tools, the count is borderline high for an analytics server, potentially overwhelming for agents to navigate efficiently. While the tools cover a broad range of Mixpanel functionalities, the number approaches the upper limit of what is manageable without clear categorization or grouping.

    Completeness5/5

    The tool set provides comprehensive coverage of Mixpanel's core analytics capabilities, including event analysis, segmentation, funnels, retention, and user profiling. There are no obvious gaps; tools like custom_jql even allow for advanced custom queries, ensuring agents can handle a wide variety of data analysis tasks without dead ends.

    Maintenance

    ActivityInactive
    ResponsivenessUnresponsive