Tom,
There is a bunch of music in the area. I'm into old-time string band music (fiddle/banjo/guitar), so I can't point you directly to a sea chanty group, but I can recommend that you look into the Philadelphia Folk Song Society. There is a folk group in West Chester (West Chester Folk).
Welcome to Philadelphia!
-Greg