It was a little tough finding this one due to the more ubiquitous hymn that starts with the same lyrics, but I believe the song you're thinking of was sung by the Rochesters. Here's a link to their album on Amazon (the track title is "I'll Be There").

Brighter Day

Here are the lyrics to this ...