Search videos, analyze channels, extract captions, read comments, and discover trends on YouTube through SandBase. Use when asked for YouTube research, video discovery, channel analysis, content strategy research, comment sentiment, or video transcript extraction.
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Comprehensive YouTube content research through SandBase. Search videos and channels, analyze engagement, extract captions for content analysis, and discover trends. Read the API map before selecting a capability.
Use the capability identifiers below as discovery hints, not MCP tool names. Find the matching endpoint with sandbase_discover(q: "<provider and capability>"); use its returned name in sandbase_inspect(name: "<returned name>"). Read inputSchema, pricing, and execute_as, then call sandbase_run using execute_as.arguments.name and schema-defined arguments. If a run_id is returned, poll sandbase_run_get(run_id: "<returned run_id>") within the task budget until completed or failed; report pending or failed runs without resubmitting them automatically.
Use youtube_web_v2_general_search for keyword/topic video discovery.
Use youtube_web_v2_search_channels to find channels in a niche.
Use youtube_web_v2_search_suggestions for query expansion and trend signals.
Use youtube_web_v2_shorts_search for short-form content discovery.
Use youtube_web_v2_video_info for detailed video metadata and metrics.
Use youtube_web_v2_video_comments and youtube_web_v2_video_comment_replies for audience sentiment.
Use youtube_web_v2_video_captions to extract transcripts for content analysis.
Use youtube_web_v2_related_videos to understand recommendation patterns.
Use youtube_web_v2_channel_videos for a channel's content catalog.
Use youtube_web_v2_channel_description for channel positioning.
Use youtube_web_v2_channel_shorts for short-form strategy analysis.
Use youtube_web_v2_channel_community_posts for community engagement.
Return: search results summary, top videos with metrics, channel analysis, content patterns, audience sentiment from comments, and trend indicators.
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Search academic papers, scholarly articles, and research publications through SandBase. Use when asked for literature review, academic citations, scholarly research, paper discovery, or scientific evidence gathering.
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Research emerging academic trends by combining scholarly databases, web sources, and news to identify rising research areas, breakthrough papers, and shifting scientific consensus. Ideal for R&D teams tracking frontier science.
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Create, implement, or review accessibility review work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on accessibility review.
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Plan, implement, or review agentic eval work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests agentic eval work.
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Create or review ai seo deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for ai seo work.
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Apply airflow dag patterns in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses airflow dag patterns or its strengths fit the task.
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