YT-NINJA
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TDQS
Scored across 14 tools
Each tool has a clearly distinct purpose targeting specific YouTube-related actions or resources, such as detecting topics, downloading thumbnails, generating chapters/highlights, getting various types of information, searching, summarizing, and translating. There is no significant overlap or ambiguity between tools, making it easy for an agent to select the appropriate one.
All tool names follow a consistent verb_noun pattern using snake_case, such as 'detect_topics', 'download_thumbnail', 'get_channel_info', and 'search_youtube'. This uniformity enhances readability and predictability across the entire tool set.
With 14 tools, the server is well-scoped for YouTube content analysis and interaction, covering a comprehensive range of operations from information retrieval to AI-powered processing. Each tool serves a unique and justified function within this domain.
The tool set provides complete coverage for YouTube video and channel analysis, including CRUD-like operations (e.g., get info, search), AI enhancements (e.g., summarize, generate highlights), and utility functions (e.g., play video, translate transcript). There are no obvious gaps that would hinder agent workflows in this domain.