Mudhole Branch is a stream located in Wise County, Texas. It appears on the Alvord USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 779.70 feet (237.65 m) above sea level. The nearest populated place is Alvord, approximately 2.8 miles to the NNE.