This site has an entire interactive map that allows you to find books associated (often rather roughly in my opinion) with specific neighbourhoods in the city, usually because they’re set in that particular area, out of a claimed total of over 400.
Un Lun Dun - China Miéville
The Borrible Trilogy by Michael de Larrabeiti