YouTube Studio MCP
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TDQS
Scored across 19 tools
Most tools have sharply distinct targets: auth status vs. authenticate, list_videos vs. get_videos_details vs. get_top_videos, and each analytics tool covers a different report (summary, time series, audience, traffic, retention, revenue). The overlap risk is concentrated in get_media_kit_data (a composite of nearly everything else) and query_analytics (escape hatch that can reproduce other tools' output), plus get_impressions vs. enable_impressions_reports, though the descriptions do state when to use each.
Nearly all tools follow snake_case verb_noun (get_channel, list_videos, get_audience_breakdown, get_traffic_sources). Minor deviations exist: bare 'authenticate', the different verb style in 'query_analytics', and the awkward plural in 'get_videos_details' versus the singular 'get_channel'/'get_video' pattern. The enable_/get_ pair for impressions is a sensible sub-convention.
At 19 tools the surface leans heavy for a single-platform server, but each tool maps to a real YouTube Studio/analytics view rather than duplicating another. Composite tools (get_media_kit_data, query_analytics) arguably consolidate several others, yet they serve distinct aggregation/escape-hatch use cases.
Analytics and reporting coverage is excellent: performance, trends, top content, audience, traffic, retention, revenue, impressions/CTR and a raw-query fallback, plus chart rendering. Gaps are on the write side — comments can be read but not replied to or moderated, and there is no video/playlist metadata editing or upload, though those are arguably outside a 'Studio reporting' scope.