Mudhole Branch is a stream located in McDowell County, West Virginia. It appears on the Davy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,532.15 feet (467.00 m) above sea level. The nearest populated place is Coalwood, approximately 0.4 miles to the E.