Mount Kelsey is a mountain located in the western portion of Millsfield, New Hampshire. The western slopes of the mountain are contained within Erving's Location, New Hampshire, the township that (according to the Census) has a population of 1, although that fact is disputed. A dirt road (the only road that leads to Erving's Location) is located to the north of Mount Kelsey.