McCloud Branch is a stream located in Caldwell County, North Carolina. It appears on the Buffalo Cove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,302.62 feet (397.04 m) above sea level. The nearest populated place is Buffalo Cove, approximately 1.9 miles to the NNW.