 Eagle Point Township was organized in 1890, and named for an eagle's nest in a nearby grove.According to the United States Census Bureau, the township has a total area of , of which of it is land and of it (1.52%) is water.As of the census of 2000, there were 33 people, 13 households, and 10 families residing in the township.