Moose Lake, MN. Sponsored Topics. Moose Lake is a city in Carlton County, Minnesota, United States. The population was 2,751 at the 2010 census. Moose Lake State Park is nearby. Interstate 35; Minnesota State Highways 27 and 73; and County 61 are four of the main routes in the community.