Reynolds Township is a township in Todd County, Minnesota, United States. The population was 688 at the 2000 census and 735 in the 2020 census. According to the United States Census Bureau, the township has a total area of 36.1 square miles, of which 35.6 square miles is land and 0.4 square mile is water.