Peters met McCain on several occasions including a visit in 2006 in which he got into angry exchanges with New Zealand journalists over a photo opportunity.
Peters intervened to stop McCain answering any further questions during a photo-opportunity, which angered the media.
And Peters later accused the media of "constructing a tissue of lies" about what had happened.