Kelly Mountain is a summit located in Penobscot County, Maine. It appears on the Snow Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 566.10 feet (172.55 m) above sea level. The nearest populated place is Newburgh Center, approximately 1.0 miles to the SSW.