Lake Agnes is a lake located in St. Louis County, Minnesota. It appears on the Lake Agnes USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,198.75 feet (365.38 m) above sea level. The nearest populated place is Crane Lake, approximately 20.3 miles to the W.