Will freshwater jellyfish sting me?

It depends. Like true jellyfish, they do have stinging cells (cnidocytes). This mechanism is designed for feeding, as the cnidocytes are utilized to paralyze macroinvertebrates and even small fish. However, we have no "hard" evidence that these organisms can penetrate human skin (though some have claimed otherwise).