The CRISPR-Cas system, an adaptive immune mechanism in bacteria and archaea, is explored for gene editing in crops. This review critically explores the molecular mechanisms in major CRISPR types commonly used for plant genome editing. CRISPR-Cas9, Cas12a (Cpf1) and type I-D systems are the more recently studied systems frequently employed in plant genome editing. Cas9, a class II effector, has a dual-RNA structure to accurately target and cleave DNA, which makes it highly effective for gene knockouts. Cas12a, in contrast, offers unique features, including the ability to produce staggered DNA cuts and the absence of a requirement for tracrRNA, which broadens its editing capabilities by reducing off-target effects. The lesser-known type I-D system, a multicomplex Cas protein system, shows heritable editing in crops. Each system exhibits specific protospacer adjacent motif (PAM) requirements that influence target specificity. Moreover, base and prime editing expand CRISPR’s potential for precise and multiplex genome editing. This review aims to provide a comprehensive understanding of the mechanisms, potential applications and limitations of these CRISPR-Cas systems to guide researchers in selecting the most suitable tool for precise gene editing in plants. Additionally, delivery methods and ethical considerations are discussed, emphasizing their role in optimizing crop improvement strategies.