Plant viral vectors can replicate autonomously and spread within host cells, making them an ideal tool for the delivery of CRISPR/Cas gene-editing elements. Here, we constructed a cotton CRISPR/Cas system mediated by cotton leaf crumple virus (CLCrV) as a delivery vector. We first inoculated Pro35s::Cas9 and ProUbi::Cas9 cotton with sgRNAs designed to knock out GhAGL16, GhPDS, and GhCLA1 target genes via the CLCrV vector and then compared the effects of these two transformation receptors on the editing efficiency of the same target genes. We next explored the feasibility of simultaneous multi-target editing in cotton via pooled virus inoculation. Finally, we used a cotton line overexpressing nCas9-TadA7.10 as the transformation receptor to explore the feasibility of CLCrV-mediated adenine base editing and verify the specificity of gene editing in this system. Mutation detection and deep sequencing revealed that the Pro35s::Cas9 and ProUbi::Cas9 cotton lines did not differ significantly in editing efficiency, and both could be used as successful receptors for the CLCrV-mediated Cas9 system. Pooled inoculation with CLCrV-sgRNAs enabled the simultaneous editing of multiple target genes in Pro35s::Cas9 and ProUbi::Cas9 cotton, although this approach had somewhat lower editing efficiency than inoculation with single sgRNAs. The CLCrV-mediated adenine base-editing system enabled A-to-G conversion at target sites in cotton GhPEBP and showed high gene-editing specificity. In summary, this study establishes an efficient CLCrV-mediated CRISPR system in cotton, providing a powerful technical tool for editing of multiple target genes and base editing.