When it says "no more videos available", I just restart my phone for 10 or more plays....
However if you are up around 3:00 am, you can get unlimited videos until early afternoon...
Or I do this, I get in and play a few, leave it active but do not play it, and it goes through most of the afternoon...on a Iphone....