I don't ride a lot outside when it rains. We are lucky to have spaces to ride inside :) but I think a nice raincoat is the most important with good gloves for the rider.
A raincoat is the most essential to me. And a waterproof exercise sheet for my horse.
I wear old boots that fear nothing, raincoat and gloves :)