CouchReel on your phone
Picks from the people you follow, one tap to save something for tonight, and it remembers where you left off — synced with the web app you're using now.
The apps are in testing
CouchReel for iPhone and Android is with testers right now and lands in the App Store and Google Play soon. Everything works here in the browser meanwhile — same account, same watchlist.
Keep it on your home screen
On a phone, open couchreel.com and use your browser's “Add to Home Screen”.