Cool Spring Branch is a stream located in Montgomery County, Maryland. It appears on the Rockville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 155.10 feet (47.27 m) above sea level. The nearest populated place is Potomac Falls, approximately 0.7 miles to the E.