A rotary capping machine is disclosed for application of screw-on closure caps to bottles, jars, or other containers. The machine includes a guiding mechanism which insures that a cap is held in a proper position on a transfer mechanism of the machine. Capping head assemblies of this machine each include a magnetic pickup arrangement, with a friction tip provided for contact with the closure caps.