Clover Valley is an unincorporated community in Duluth Township, Saint Louis County, Minnesota, United States.

The community is 20 miles (32 km) northeast of the city of Duluth, near the junction of County Road 42 (Homestead Road) and W. Knife River Road, and 10 miles (16 km) west-southwest of the city of Two Harbors.

The center of Clover Valley is near the intersection of Homestead Road and Hegberg Road.

The community is five miles inland from Lake Superior's North Shore on Homestead Road.

This article about a location in St. Louis County, Minnesota is a stub.