With the following list I did not pay attention to artists, just the song names mattered to me since some of the songs have been sung by multiple artists or it had been too hard to fit out the artist.
Please report broken links or other mistakes I made
If you do not find your desired song in the list, take a short look at LyricsTranslate, it might be there: http://lyricstranslate.com/en/worship-songs-lyrics.html