Jazz cornetist Pete Kelly (Webb) and his Big Seven are the house band at the 17 Club, a speakeasy in Kansas City, Missouri in 1927 during Prohibition. New local crime boss Fran McCarg (Edmond O'Brien) wants a percentage of the band's meager earnings. When the band is opposed, Kelly decides to decline and see what happens.