Synonyms for Stumpy (same or very similar meaning)
WordNet sense 1 (short and thick; as e.g. having short legs and heavy musculature):
chunky, dumpy, squat, low-set, squattyWordNet sense 2 (low in stature; not tall):
shortFrom the ODE community, based on WordNetadd/edit