They have them in Harlem. Though I think churches/mosques in the black community are almost the same thing. Usually it's something like The Ebenezer African Zulu Mandinga Church of Mount Zion and their beliefs are virtually muslim anyways.
You might actually find a church near a mosque in Lebanon, maybe where neighborhoods meet.