Sounds like fun! Here's what popped up in my head. Sorry if I duplicated any:
Born in the U.S.A - Bruce Springsteen (Captain America)
Rocket Man - Elton John (Richard Rider Nova)
Free Fallin' - Tom Petty (Sam Wilson Falcon)
Get Down with the Sickness - Disturbed (Eddie Brock Venom)
Rock You Like A Hurricane - The Scorpions (Thor)
Walk Like An Egyptian - Moon Knight
Tainted Love - Soft Cell (Iron Man Tony Stark)
Take My Breath Away - Berlin (Captain Marvel Carol Danvers)
Wanted Dead or Alive - Bon Jovi (Hawkey Clint Barton)
Blinded Me With Science - Thomas Dolby (Reed Richards)
Hot Blooded - Foreigner (Johnny Storm)
Space Cowboy - Steve Miller (Quasar Wendell Vaughn)
It Takes Two - Rob Base (Wonder Man and The Beast)