This is not an official distribution of MAME
If you are looking for the official MAME project, go to https://www.mamedev.org/
If you are looking for a build of MAME that includes a preview of the unreleased source-level debugging feature, you're almost there. Go here: https://dave-br.github.io/mame-source-debugging-preview/