The Worm Family by Tony Johnston illustrated by Stacy Innerst

The seven members of the worm family move from location to location, desperately trying to find a home where other creatures will accept and appreciate them.  Is there any place where all creatures believe that a worm is "an utterly Glorious Thing"?
*Borrowed from the library.