James W. Kelly Jr. (1908–1990) was an American Democratic Party politician who served as Mayor of East Orange, New Jersey, from 1958 to 1970. In 1965, Kelly, a widower, married Essex County Freeholder Margaret G. Marucci, a widow. Kelly served as President of the Essex County Board of Taxation in the 1950s.