McElroy Branch is a stream located in Williamsburg County, South Carolina. It appears on the Kellehan Crossroads USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 20.49 feet (6.25 m) above sea level. The nearest populated place is Millwood, approximately 1.5 miles to the N.