McCann Lake is a lake located in Madison County, Mississippi. It appears on the Berryville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 161.42 feet (49.20 m) above sea level. The nearest populated place is Scotland, approximately 2.9 miles to the NNE.