In fact, writes Jon Schwarz at The Intercept, the anthem is a celebration of slavery. From Schwarz re: the third verse of the song (which we never sing):
No refuge could save the hireling and slave
From the terror of flight or the gloom of the grave,
And the star-spangled banner in triumph doth wave
O’er the land of the free and the home of the brave.