Mitchell Township is a township in Wilkin County, Minnesota, United States. The population was 103 at the 2000 census. Mitchell Township was named for Charles Mitchell Corliss, a pioneer settler. According to the United States Census Bureau, the township has a total area of 36.5 square miles, all land.