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Scored across 15 tools
Each tool targets a distinct resource and action. Search tools are clearly differentiated by scope (global, channel, transcript), and the two transcript variants are separated by their purpose: raw captions versus cleaned/summarizable text.
All tool names follow a consistent lowercase snake_case verb-first pattern, using clear verbs like get, search, calculate, parse, and extract. The naming is uniform and predictable across the entire set.
15 tools is at the upper end of the ideal range but every tool contributes a meaningful YouTube workflow: search, metadata, transcripts, comments, channels, playlists, and engagement. The count feels deliberate and well-scoped rather than padded.
The set covers video discovery, metadata, transcript analysis, comments, and channel/playlist retrieval thoroughly. Minor gaps exist, such as no dedicated way to list a channel's playlists or fetch comment replies, but these are workaroundable and do not undermine the core read-only YouTube workflow.