General opinion for decades has been the Ferengi are specifically anti-Semitic stereotypes rather than generic Mediterranean-area stereotypes.
* https://en.wikipedia.org/wiki/Ferengi#Comparisons_with_anti-...
Or you could view them as the anthropomorphization of the vice of greed or stinginess/miserliness/parsimony.