This song has vocals but they were never recorded satisfactorily for the usual reasons.
The lyrics so far are:
Star light, star bright
First star, to night
I wish I may, I wish I might x 4
Take me
with you
Won't for
get you
I wish I may, I wish I might x 4
There is an "unplugged" version somewhere I have misplaced that is slightly different as well.