A member of the Christian Democratic Union of Germany, Meissner was member of the foreign commission of the party's executive committee from 1970-1976.
Apart from this, Meissner was president of the Göttinger Arbeitskreis, an association of scientists from the former German territories in the East, from 1965 - 2000.