 The city was the birthplace of Jesse James, and there is an annual festival in the third weekend of September to recognize the outlaw.It is part of the Kansas City metropolitan area.Kearney was unofficially founded in the spring of 1856 by David T. Duncan and W. R. Cave, and was originally called Centerville.