Search content, analyze profiles, track hashtags, and research competitors on Instagram through SandBase. Use when asked for Instagram research, influencer analysis, hashtag tracking, content strategy research, or competitor social monitoring.
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Instagram content and creator research through SandBase. Search posts, analyze profiles, track hashtag trends, and gather competitive intelligence. 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 instagram_v3_general_search to find accounts, hashtags, and places.
Use instagram_v3_hashtag_posts to track content around specific hashtags.
Use instagram_v3_explore to discover trending content.
Use instagram_v3_user_profile for account details (bio, followers, post count).
Use instagram_v3_user_posts for recent content and engagement patterns.
Use instagram_v3_user_reels for Reels strategy analysis.
Use instagram_v3_user_highlights for curated content themes.
Use instagram_v3_post_info for detailed post metrics (likes, comments, caption).
Use instagram_v3_post_comments for audience sentiment and engagement quality.
Use instagram_v3_post_likes to see who engages with content.
Use instagram_v3_location_posts for location-based content discovery.
Use instagram_v3_music_posts to find content using specific audio.
Return: search results, profile analysis (followers, engagement rate, content themes), hashtag performance, content patterns, and competitive positioning.
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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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