Before applying fixes, determine which MW3 you own:
Before you throw your controller through the window, check the actual server status.
This report details step-by-step fixes for PC (Steam/Blizzard), PlayStation, and Xbox.
: Start the game and let it attempt to connect to the servers. As it is connecting, either cancel the process or disconnect your console from the internet (unplug ethernet or turn off Wi-Fi).