Holly Branch is a stream located in Jackson County, Mississippi. It appears on the Easen Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 18.73 feet (5.71 m) above sea level. The nearest populated place is Holly Landing, approximately 0.8 miles to the E.