Phelps is an unincorporated community located in the town of Phelps, Vilas County, Wisconsin, United States. Phelps is located on Wisconsin Highway 17 13 miles northeast of Eagle River on the eastern end of North Twin Lake. Phelps has a post office with ZIP code 54554. The community was established in 1902.