Holly Branch is a stream located in Tate County, Mississippi. It appears on the Arkabutla West USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 190.29 feet (58.00 m) above sea level. The nearest populated place is Cub Lake, approximately 3.5 miles to the NNE.