Really? I right clicked one of my .png files and there is a rotate left and right in that menu.
Edited:
You have to right click on the icon or the actual text (any of the file's text, ex in details view - name, date, file size). Right clicking in a blank space despite the bounding box will not show the right click menu for that file, but for the folder itself.