Sadly this one shut down in the past year. The new address is at:
361 Metropolitan Avenue
Brooklyn, NY 11211
Tel: (347) 529-6696
Apparantly they've downsized, but the website is still the same - and appear to still have a lot of acts playing. Shame though, as the old venue was great.