The CRISPR-Cas-based gene targeting (GT) method has enabled precise modifications of genomic DNA ranging from single base to several kilobase scales through homologous recombination (HR). In plant somatic cells, canonical non-homologous end-joining (cNHEJ) is the predominant mechanism for repairing double-stranded breaks (DSBs), thus limiting the HR-mediated GT. In this study, we implemented an approach to shift the repair pathway preference toward HR by using a dominant-negative mutant protein (KUDN) to disrupt the initiation of cNHEJ. The employment of KUDN conferred a 1.71- to 3.55-fold improvement in GT efficiency at the callus stage. When we screened transformants, there was a more remarkable increase in GT efficiency, ranging from 1.62- to 9.84-fold, at two specific tomato loci, and . With practical levels of efficiency, this enhanced KUDN-based GT tool successfully facilitated a 9-bp addition at an additional locus, . These findings provide another promising method for more efficient and precise plant breeding.