It's a saying referring to having pride in the nation you live in. Make your country's status in the world just a tiny bit higher. Win a Nobel Prize for your country. Win the Olympics for your country. The US is not big on collectivism and that's okay. Other countries do things differently.
Betterment of human existence, preservation of habitable environment, etc, those are bigger than the self.