The Man in the Yellow Hat is an oddball museum employee who looks after his pet monkey, an inquisitive and wonderful creature whose enthusiasm often gets the best of him. Director: Matthew O'Callaghan | Stars: Will Ferrell, Drew Barrymore, Eugene Levy, Frank Welker. Votes: 17,650 | Gross: $58.64M.