Confirm the exact edition, inspect attributed perspectives and turn available evidence
into precise questions for your next viewing.
Search results
Measure a clip. Scene by scene.
Development preview
Online video analysis is coming soon.
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.
Festival atlas
Where cinema gathers. Month by month.
Major international film festivals on one map and one calendar. Windows are typical
annual dates from recent editions; confirm each year's dates with the festival.
Within typical window
Typical window within 60 days
Later typical window
Awards ceremony
The festival year
FirstRoll settings
Your account. Your system.
FirstRoll account
Sign in to manage settings.
The hosted Settings area is account-scoped. Local library files and server credentials remain unavailable here.
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Signed-in account
FirstRoll memberSigned-in accountAuthenticated by Supabase
Profile
Display name
This name appears in FirstRoll’s header and follows the account across devices.
Security
Change password
Use at least eight characters. Changing the password keeps this device signed in.
Persistent account data
Saved films
0 films
Films saved here belong to this signed-in account and are available on another device after sign-in.
No saved films yet. Open a film dossier and choose “Save to account”.
Appearance
Colour theme
Use the device preference or keep FirstRoll consistently light or dark.
FirstRoll allowance
Deep Study
Checking the daily allowance…
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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
Personal provider keys remain in memory for this browser tab, are cleared on refresh or sign-out, and are never saved to your FirstRoll account.