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 iPhone app is still in testing.
Keep it on your home screen
On a phone, open couchreel.com and use your browser's “Add to Home Screen”.