Cowell, 52, has decided that he wants one of the birds for his own after becoming a fan of them in the film, which sees Carrey's character's home get invaded by Gentoo penguins, reported Showbiz spy.
"Watching 'Mr Poppers Penguins' again. I love this film. I really do want a pet penguin (sic)," he tweeted.
Cowell has often spoken about his love for animals and was thrilled earlier this year when 17-year-old Ashleigh Butler and her performing dog Pudsey won 'Britain's Got Talent' as he believed they deserved it the most.