Phineas and Ferb isn't based on a true story. It's a fictional cartoon that comes up with wild and imaginative plots to entertain kids and audiences of all ages. Wikipedia doesn't claim it to be based on real events either.
No, Phineas and Ferb is not based on a true story. It's a fictional animated series created for entertainment.