NOT a Ford guy but!!!!

From the pics it looks to be a 3 on the tree.

Oh and be happy that the drivers floor board isn't rotted away.

A popular swap is a 5.0 and t5 from a mustang. Some just take a newer Lincoln DOHC 4.6 and front sub frame and graph it on for that "in the weeds look".