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1.
Someone on the run from the law who is guilty.
In God's Gonna Cut You Down, Johnny Cash said of Midnight Riders "You can run on for a long time... you may throw your rock and hide your hand, workin' in the dark against your felow man, but as sure as God made black and white, what's done in the dark will be brought to the light."
by unioflife June 12, 2012
 
2.
A midnight rider is a perfectly normal guy, who at the stroke of midnight becomes a flaming homosexual who rides a cock while making motorcycle sounds
I heard about that guy, every night he becomes the midnight rider
by master yoda August 27, 2014
 
3.
A non-Black individual who prefers or desires intimacy and sex with another Black person.
My friend Sally loves to date and have sex with Black men. She is a midnight rider!
by Paulguyinnj June 08, 2012