The Mame computer was a spare computer that we had sitting around. I had just built my new AMD 2600 and my daughters were running a 1gig AMD, identical to the one I had been using. So my old computer was a good choice for a dedicated Mame cabinet. The parts are pretty typical to a older gaming system.
Enlight 7237 Case
ABIT KT7A motherboard
1 gigahertz AMD Thunderbird processor
640 meg of pc100 ram
PNY Verto TI4800 GeForce 4
Sound Blaster SBLive Value soundcard
Plextor 8x CD burner
Creative 12x DVD-ROM
Linksys 10/100 ethernet card
Windows ME
Knowing that Mame is more CPU intensive than graphical, I understand that the GeForce 4 video card is overkill, But it does have the TV-Out I needed for the 27" TV that I used, and it does great for other 3d games that can be played on the cabinet.