Last week I hand painted Phineas, Ferb and Candace on my nails and here you go! :)
"Ferb Fletcher is the stepson of Linda Flynn and son of Lawrence Fletcher. He has a stepsister named Candace, and a stepbrother named Phineas."
So Ferb is only the stepbrother of Phineas and Candace.