Blue Spring is a spring located in Allegany County, Maryland. It appears on the Patterson Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 574.15 feet (175.00 m) above sea level. The nearest populated place is Patterson Creek, approximately 0.6 miles to the SSW.