Android Testing Tool Rest API

I am looking for a tool/framework/plugin/API to use for testing my Android app (like J-unit tests) on many devices, the app have some Rest calls that are essential for testing. I tried mockito but it doesn't support REST What do you guys recommend?

Thanks in advance.