No, they bite and inject saliva, which temporarily reduces your
blood's ability to clot (this also causes the itching of a flea
bite). Then their mouthparts are used to drink the blood. While the
mouthparts may enter the wound slightly, the flea as a whole does
not "enter" the host, nor does it leave any parts behind when it
stops feeding.