Is there any self-hosted application that can monitor your watch history and provide movie/TV show recommendations?

SayCyberOnceMore
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This is probably waaaay outside what you’re asking, but MythTV can do the tracking for whatever you watch through it (both TV and movies) or listen to… but it can’t do suggestions.

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