Put four to twenty-four inches of sand on it. Sand drains much better than dirt. While it will be sandy mud while it is raining, it will dry fast. If you never want mud, use pea-rocks instead. With sand you can just comb it over with a yard rake to clean, but pea rock is harder to maintain. But...