McCoy Branch is a stream located in Upshur County, Texas. It appears on the Gladewater USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 318.24 feet (97.00 m) above sea level. The nearest populated place is Phillips, approximately 0.8 miles to the SW.