This over-the-door storage organizer is so useful that I have three of them in my RV. Also in this picture you can see how I used a corner shower shelf for storing toilet paper.
Make sure you measure the width of any over-cabinet organizers to make sure they will fit on your cabinet door, and allow plenty of clearance on both sides for the door to swing shut.