In the October 2016 update, the support library v25.0.0 now has a default implementation of basic horizontal and vertical dividers available!
https://developer.android.com/reference/android/support/v7/widget/DividerItemDecoration.html
recyclerView.addItemDecoration(new DividerItemDecoration(recyclerView.getContext(), DividerItemDecoration.VERTICAL));