Chestnut Gap Branch is a stream located in Clay County, Kentucky. It appears on the Oneida USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 906.25 feet (276.23 m) above sea level. The nearest populated place is Couch Fork Neighborhood (historical), approximately 1.8 miles to the E.