Muman Abu Daf led the Army of Islam, one of the small Palestinian groups that profess allegiance to or inspiration from al-Qaeda.
Five others were wounded in the strike, medical officials told the BBC.
The raid was aimed at a group of Palestinian militants preparing to fire rockets into Israel.
A spokeswoman said two short-range rockets were launched from Gaza on Thursday and five on Wednesday. There were no casualties or damage from the missiles.