Blue Spring Branch is a stream located in Grundy County, Tennessee. It appears on the Burrow Cove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 990.81 feet (302.00 m) above sea level. The nearest populated place is Mount View, approximately 1.4 miles to the SSW.