Green’s Dictionary of Slang

blacksmith’s shop n.

[play on SE shop/shop n.1 (1) + ? hamma n./hammer n.1 (1)]

a brothel run by a black madam and presumably featuring a number of black prostitutes.

[US]Maledicta IX 52: blacksmith’s shop n [L] House of prostitution run by black woman.