Holly Branch is a stream located in Tishomingo County, Mississippi. It appears on the Belmont USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 449.01 feet (136.86 m) above sea level. The nearest populated place is Bloody Springs, approximately 1.4 miles to the SSE.