It was a vague statement open to many interpretations. "Asking what we can do for our country" can be interpreted as a call for people to become good socialist worker bees performing their unselfish duty to the collective.
Nonetheless, the Boston Globe, that bastion of liberalism, understands today’s Dem party would have nothing to do with JFK as a candidate.