Clip uploads and computer-vision processing are currently available only in the local edition.
The public beta focuses on film discovery and the FirstRoll shelf.
No analysis yet.
No analysis yet.
No analysis yet.
No analysis yet.
Account & integrations
Connect the tools behind the study.
Bring your own provider account when you want more control. Personal keys remain in memory for this browser tab, are cleared on refresh or sign-out, and are never saved to your FirstRoll account.
FirstRoll account
Sign in to manage integrations.
The hosted Settings area is account-scoped. Local library files and server credentials remain unavailable here.
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Signed-in account
Signed-in accountVerified by Supabase
FirstRoll allowance
Deep Study
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01
DeepSeek
Use your own API
Generate Deep Study with FirstRoll’s demo allowance, or paste your own DeepSeek API key. When a personal key is present, that study uses your DeepSeek account and provider balance; FirstRoll’s three-study daily safety limit still applies.
02
YouTube
Better fetching
Paste your own YouTube Data API key to search with your Google Cloud quota. Official API search generally finds broader, fresher interviews, trailers and film-study videos; without a personal key, FirstRoll uses its available platform connection and public fallbacks.
03
Douban MCP
Hosted MCP
FirstRoll runs a pinned Douban MCP connector inside the hosted backend for film ratings and Chinese-language review summaries. Visitors are never asked for a Douban cookie.
Checking the hosted connection…Anonymous provider access · unofficial source · may be temporarily rate-limited by Douban