The Ravagers, a 1964 novel by Donald Hamilton featuring secret agent Matt Helm
During a battle in Bavaria the World's Finest Team manages to activate the chronal transponder near the Ravager, returning the heroes to their proper time and place with no memory of the prior events.
Agent Axis emerges from behind the scenes and, using an electro-magnetic neutralizer harness, subdues the Ravager, but both disappear.