The song is the title track from Bruce Springsteen's 11th studio album. The name comes from John Steinback's The Grapes of Wrath.
Other notable artists have covered the song including Rage Against The Machine. Springsteen does a pretty great version of the song with Rage Against The Machine guitarist Tom Morello. Watch that after the Mumford/Costello version.