Clover Patch Branch is a stream located in McDowell County, North Carolina. It appears on the Moffitt Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,922.57 feet (586.00 m) above sea level. The nearest populated place is Ridgecrest, approximately 2.5 miles to the WNW.