Endospores are primarily associated with the genera Bacillus and Clostridium. Bacillus anthracis, the causative agent of anthrax, and Clostridium botulinum, responsible for botulism, are notable examples. These bacteria can cause severe diseases, making the study of their endospores essential for medical and environmental microbiology.