A gripping device for mechanical fasteners, such as rivets, screws, bolts, and similar fasteners, and a robot effector employing such a device. The device includes a housing and a pair of jaws arranged on a holder. The pair of jaws is adapted to grip a mechanical fastener therebetween. The holder is rotatable inside of the housing and the jaws allow a self-centering of a gripped mechanical fastener.