Chapel Branch is a stream located in Mayes County, Oklahoma. It appears on the Locust Grove USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 574.15 feet (175.00 m) above sea level. The nearest populated place is Boatman, approximately 1.7 miles to the NNE.