With an original home on 8th and Locusts streets in Philadelphia, the Club came to existence after the American Civil War and prior to the Centennial Exhibition.
The first president of the Club was Wharton Barker (1846-1921), who was a prominent abolitionist and president of the Philadelphia Stock Exchange.