Rey became involved in the politics of West Tampa, which incorporated as a city in 1895. By 1900, he was elected to its City Council. He held his council seat until 1909, when he was elected mayor.

After a two-year term, he returned to the council and served on it until his death in 1920. The city of West Tampa dedicated Rey Park in 1916