McLeod County is a county located in the U.S. state of Minnesota. At the 2010 census, the population was 36,651. Its county seat is Glencoe.McLeod County comprises the Hutchinson, MN Micropolitan Statistical Area and is included in the Minneapolis-St. Paul, MN-WI Combined Statistical Area.