If you prefer official modern hardware, SNK has released "mini" versions pre-loaded with a significant portion of the library. NeoGeo Mini (International/Japanese): Comes with 40 classic games built-in, including Metal Slug King of Fighters physical cartridge
Because of dump variations (parent vs. clone ROMs), you need a set that matches your emulator's "DAT" file.