Rapidan Township is a township in Blue Earth County, Minnesota, United States. Its population as of the 2020 census is 1,051. Rapidan Township was organized in 1865 and named after the Rapidan River in Virginia. The settlement had previously been known as DeSoto. A post office was established in 1867.