Little 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 557.40 feet (169.90 m) above sea level. The nearest populated place is Bloody Springs, approximately 1.6 miles to the ENE.