Get Lyrical auto-magically add lyrics to songs in iTunes. You can choose either a selection of tracks, or the current track. Or turn on "Active Tagging" to get lyrics for songs as you play them. You can also browse and edit the lyrics of your iTunes tracks right from Get Lyrical.
Note: While the software is classified as free, it is actually donationware. Please consider making a donation to help support development.