When you go to the MySQL download page, choose the platform “Microsoft Windows”. Then download the “Windows (x86, xx-bit), ZIP Archive” (be sure to select the one with size over 140M.
The binaries will be in the “bin” folder.
I understand that this is not just the client binaries, but at least you don’t have to install and setup the entire server.