You can save a single frame by parking the playhead where you want it, then doing CTRL>ALT>S (Apple>Alt>S on Mac), or choosing Composition>Save As (I think this is where it is).
This adds it to the render queue as a single frame render. You can obviously point the rendered file to be on your desktop.