Windy Lake is a lake located in Cass County, Minnesota. It appears on the Shovel Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,313.19 feet (400.26 m) above sea level. The nearest populated place is Shovel Lake, approximately 2.2 miles to the ENE.