Mitchell (August 3, 1903 – April 23, 1974) was an American attorney and Democratic Party official.
He served as chairman of the Democratic National Committee from 1952 to 1956, and was an unsuccessful candidate for the Democratic nomination for Governor of Illinois in 1960.