Prokaryotic cells are unicellular organisms that lack a nucleus and membrane-bound organelles, characterized by a simple cell structure with genetic material freely floating in the cytoplasm. They include bacteria and archaea, playing crucial roles in ecosystems as decomposers, nitrogen fixers, and in various symbiotic relationships.