Holly Branch is a stream located in Tippah County, Mississippi. It appears on the Peoples USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 423.46 feet (129.07 m) above sea level. The nearest populated place is Crumtown, approximately 4.5 miles to the ESE.