ON THE WAY TO CAPE MAY was written by Joe Gindhart and Bud Nugent. It is sung by Al Raymond on "Still Swingin'," Star Satellite CD 219, 1997.

I didn't find any more lyrics, but I did find a version with chords, here:
http://www50.homepage.villanova.edu/rebeka.karrant/music/On%20The%20Way%20To%20Cape%20May.doc

ON THE WAY TO CAPE MAY

        D                             D       
  You looked so very pretty, when we met in Ocean City,
        D            D#°7      Em7  A7
  Like someone oh so easy to adore.
     Em7                            A7
  I sang this little ditty, on our way through Ocean City,
   Em7            E7               A7
  Heading south along the Jersey shore.
  
  
  N.C.                D    D#°7             Em7       A7
  On the way to Cape May,        I fell in love with you.
                      Em7  A7             D              Am7   
  On the way to Cape May,      I saw my dreams come true.
         D7       G          Gm7                   F#m7     B7(b9)     
  I was taken by your smile       as we drifted by Sea Isle.
                E7                      A7sus4   
  My heart was gone when we reached Avalon!
  
  
  N.C.                D   D#°7                 Em7           A7
  On the way to Cape May,       Stone Harbor skies were blue.
                     Em7  A7                 D       Am7   
  We were naming the day,     when Wildwood came in view.
             D7       G          Gm7                           F#m7        B7(b9)     
  If you're gonna be my spouse,       we better head for that court house,
                      E7   A7sus4                      D         
  On the way to Cape May,          On the way to Cape May.