Jolly Ann Lake is a lake located in Otter Tail County, Minnesota. It appears on the Stalker Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,250.66 feet (381.20 m) above sea level. The nearest populated place is Ashby, approximately 5.0 miles to the SSW.