Chandler, MissouriChandler is an unincorporated community in Clay County, in northwest Missouri. The community is on the Burlington Northern Railroad Line between the cities of Liberty and Kearney. Holmes Creek flows past the community.HistoryA post office called Chandler was established in 1885, and remained in operation until 1947. The community was named after John N. Chandler, an officer in the Civil War.