Bacteria cells contain a cell membrane, cell wall and cytoplasm. They do not contain chloroplasts or mitochondria. Bacteria cells don't have a true nucleus instead they have a singular circular strand of DNA that floats freely in the cytoplasm. They may contain one or more small rings of DNA called plasmids.