I use llama for Android, which is a free app where you can do these things. The drawback it has is that there you do not get to program your scenarios using javascript, you instead need to create them through a GUI on phone.

Can the browser/login be completely removed from the picture, so that you get to manage your own scenarios either online or at home computer and push some compiled file to the phone yourself?