Chapel Branch is a stream located in McCormick County, South Carolina. It appears on the Verdery USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 390.42 feet (119.00 m) above sea level. The nearest populated place is Bradley Corner, approximately 1.8 miles to the SW.