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Scored across 4 tools
Each tool has a clearly distinct purpose with no overlap: get_available_languages lists languages, get_transcript fetches full transcripts, get_transcript_summary provides statistical summaries, and search_transcript performs text searches. The descriptions reinforce these distinct roles, making tool selection unambiguous for an agent.
All tool names follow a consistent verb_noun pattern with snake_case (e.g., get_available_languages, get_transcript, get_transcript_summary, search_transcript). The naming is predictable and readable throughout the set, with no deviations in style or convention.
With 4 tools, the server is well-scoped for its purpose of YouTube transcript retrieval and analysis. Each tool earns its place by covering distinct aspects of the workflow (language discovery, full transcript fetching, summarization, and searching), avoiding bloat while providing complete functionality.
The tool set offers complete coverage for the domain of YouTube transcript operations. It includes language discovery, full transcript retrieval, summarization, and searching, with no obvious gaps. Agents can perform all core transcript-related tasks without dead ends or missing operations.