The Collaborative International Dictionary of English v.0.48:

Neckcloth \Neck"cloth`\ (?; 115), n.
   A piece of any fabric worn around the neck.
   [1913 Webster]

WordNet (r) 3.0 (2006):

neckcloth
    n 1: an ornamental white cravat [syn: neckcloth, stock]