Windmill Gap Branch is a stream located in McDowell County, West Virginia. It appears on the Crumpler USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,095.12 feet (638.59 m) above sea level. The nearest populated place is Ashland, approximately 0.1 miles to the SE.