The punk rock group was given six nominations for their disc Boulevard of Broken Dreams and two for the single American Idiot.
Missy Elliot and Gwen Stefani each received six nominations, and Irish rockers U2 received five.
The MTV Music Awards will be presented on August 28 in Miami. P. Diddy will be the host.