The duo invite Corden around for dinner in the clip, where they instead dance around the kitchen.
'Mama Do The Hump' is the third single lifted from Rizzle Kicks' debut record Stereo Typical, which entered the album charts at number nine last month.
The track - which was produced by Fatboy Slim's Norman Cook - follows the Top 10 singles 'Down with the Trumpets' and 'When I Was A Youngster'.
The pair recently told Digital Spy that they were "pleased" with the response to the LP and hoped a third single would "boost" the record back up the charts.
Their 17-date UK tour kicks off in Cambridge in February next year and includes a show at London's Shepherd's Bush Empire.
Watch Rizzle Kicks' 'Mama Do The Hump' music video with James Corden below: