search_outliersPlannedSearch collected video cards by niche, metadata tags, format and channel size. Outlier scores depend on available baseline history.
OPEN DISCOVERY. YOUR RESEARCH.Follow your curiosity.
Follow your curiosity.
Keep the good ideas.
Explore public video cards, save a collection to your account and return to the research that matters. MCP access and deeper analysis are being developed.
Start with the evidence.
Browse collected YouTube videos, inspect source metrics and filter your search. No account is required to browse.
Explore videosBuild a research collection.
Create an account to keep saved videos and your channel watchlist across devices. A watchlist stores references; it does not send alerts.
Open your accountMODEL CONTEXT PROTOCOL · PLANNED
Your research, in your agent’s workflow.
We plan to let compatible AI clients search the catalog and inspect video research through MCP. MCP access is included in Personal, Team and Business subscriptions.
The MCP endpoint is not deployed. Connection instructions will appear when it is ready.
get_videoPlannedRead a video’s public card, collected metrics and source context.
get_transcriptPlannedRequest a transcript with timestamps and language information when an authorized source is available.
get_advanced_analyticsPlannedExplore growth history and content analysis when sufficient data and analysis are available.
What’s available today?
Do I need an account to browse?
No. Public cards, search and source metrics are open. An account keeps your saved research across devices.
Will every video have a transcript?
No. Availability depends on a permitted source, language and processing status. Subscribers can request a transcript when the video’s audio can be processed.
Can I connect an AI agent today?
Not yet. The public catalog and accounts are available; the MCP tools described above are planned.