Basically anything that can get down the ureter into the bladder
, can easily pass through the penis tubes (urethra).
If your stones are in the kidney, they may be in the pelvis of the kidney and can be quite large. A piece of this could break off and cause the famous, painfull kidney stone passage through the ureters. You should be evaluated by a urologist for kidney stones before this happens.