 It is part of the Kansas City metropolitan area.Pleasant Hill is home for the National Weather Service Kansas City/Pleasant Hill, Missouri office, which serves 37 counties in northern and western Missouri and seven counties in extreme east-central Kansas.Pleasant Hill was platted in 1844, and moved to its current site in 1865 when the railroad was built through the area.