Oskar Schindler was also a "card carrying" Nazi.
IIRC, Rabe joined the party in order to be part of the local school board ( for the Chinese employees of Siemans). He later said that because he got no news from Europe except for German papers, he had the impression that Hitler was a good man. Rabe's is a heroic and tragic story.