Two kids named Phineas and Ferb are playing in Space, but then when their Platypus named Perry fights a pharmacist named Dr. Doofenshmirtz, the scientist's latest invention causes the Avengers to lose their powers, they team up with Phineas and Ferb to save the world from Doofenshmirtz and the villains the Avengers were fighting.
