The Collaborative International Dictionary of English v.0.48:
Mustiness \Mus"ti*ness\, n. The quality or state of being musty. [1913 Webster]WordNet (r) 3.0 (2006):
mustiness n 1: the quality of smelling or tasting old or stale or mouldy [syn: mustiness, must, moldiness]