I had no idea you can get these separately!
One of mine invariably falls off, so I take the other one off (most of my mouses seem to have two small ones either side, then a long curved one at the other end).
I tried taking all 3 off, but the mouse completely stopped working - I guess it was too close to the desk surface or something?