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The Sega Saturn Multiplayer Task Force has a number of multitap compatible homebrew games. Twelve Snakes and Flicky's Flock are both 12-players. XL's Hell Slave is 4-player split screen.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.