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Scored across 13 tools
Most tools have distinct purposes targeting specific Mixpanel features like events, cohorts, funnels, profiles, and reports, with clear boundaries. However, some overlap exists between 'get_today_top_events' and 'get_top_events' (both focus on top events but differ in timeframes), which could cause minor confusion without careful reading of descriptions.
The naming follows a consistent pattern with descriptive verb_noun combinations like 'list_saved_cohorts', 'query_funnel_report', and 'aggregate_event_counts', making them readable and predictable. There are minor deviations such as 'get_today_top_events' and 'get_top_events' using 'get' instead of 'query' or 'list', but overall the conventions are well-maintained.
With 13 tools, this server is well-scoped for Mixpanel analytics, covering key areas like event analysis, user profiling, funnel tracking, and report queries. Each tool serves a specific function in the domain, and the count is neither too sparse nor overwhelming, fitting typical MCP server ranges.
The tool set provides comprehensive coverage of Mixpanel's core analytics capabilities, including event aggregation, user segmentation, funnel analysis, retention tracking, and custom queries. It supports full lifecycle workflows from data retrieval to advanced analysis, with no obvious gaps for typical agent tasks in this domain.