Was John F. Kennedy nominated for the Nobel Peace Prize?

As far as is known, no. One must make a distinction between nominees and actual Nobel laureates. Presidents Theodore Roosevelt ( for peace-brokering during the conclusion of the Russo-Japanese war) and Woodrow Wilson (founder of the League of Nations - the forerunner of the UN) were previous presidential laureates.