Holly Branch is a stream located in Alcorn County, Mississippi. It appears on the Glens USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 438.78 feet (133.74 m) above sea level. The nearest populated place is Searcy Town, approximately 1.8 miles to the WNW.