Show DEV: I built a Chrome extension that identifies movies from video clips

Hi DEV — I’m the developer of CineFindPro.
I kept finding interesting movie and series clips on TikTok, YouTube, and other sites, but the title was often missing. Saving the clip only moved the problem into an increasingly messy collection of bookmarks.
So I built a Chrome extension that opens from the toolbar, analyzes the video on the current page, identifies the movie or series, and stores the result in a searchable library.
I also built an optional open-source companion called CineFind Bridge. It runs locally and can send identified titles to Seerr, Radarr, or Sonarr. Media-server URLs, API keys, quality profiles, and library paths remain on the local Bridge rather than being exposed publicly.
Extension and setup:
https://cinefindpro.com/downloads?utm_source=devto&utm_medium=community&utm_campaign=extension_launch&utm_content=showdev
Bridge source:
https://github.com/sasray/cinefind-bridge
I would especially appreciate technical feedback on:

• The Chrome toolbar and first-use workflow
• Video sites that should be supported next
• Installation and upgrades for the local Bridge
• Radarr, Sonarr, and Seerr compatibility Disclosure: I built CineFindPro. A CineFind account is required, and successful identifications use credits.