I think I agree that over time the pumice stone may harm the finish.
What I have done is empty the bowl as much as possible, pour vinegar in the toilet, dip paper towels in the vinegar and lay around the inner top ring and leave overnight. Throw away paper towels and brush the lime away.
Works like a charm.