Notify Better is an all in one jQuery plugin that lets you change your favicon, browser’s title and more to reflect new notifications.
Dynamic favicon feature from this plugin only works with Chrome and Firefox. Unfortunately, Safari and IE do not allow you to change the favicon after page load.