Phelps is a census-designated place in Pike County, Kentucky, United States. The population was 1,053 at the 2000 census. It is the easternmost census-designated community in Kentucky. Phelps is located at 37°30′50″N 82°9′14″W / 37.51389°N 82.15389°W.