The clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR associated protein 9 (CRISPR/Cas9) systems initiate a revolution in genome editing, which have a significant potential for treating cancer. A significant amount of research has been conducted regarding genetic modification using CRISPR/Cas9 systems, and 33 clinical trials using ex vivo or in vivo CRISPR/Cas9 gene editing techniques have been carried out to treat cancer. Despite its potential advantages, the main obstacle to convert CRISPR/Cas9 technology into clinical genome editing applications is the safe and efficient transport of genetic material owing to various extra- and intracellular biological hurdles. We outline the characteristics of three forms of CRISPR/Cas9 cargos, plasmids, mRNA/sgRNA, and ribonucleoprotein (RNP) complexes in this review. The recent in vivo nanotechnology-based delivery techniques for these three categories to treat cancer are then reviewed. In the end, we outline the prerequisites for effective and secure in vivo CRISPR/Cas9 delivery in clinical contexts and discuss challenges with current nanocarriers. This review offers a thorough overview of the CRISPR/Cas9 nano-delivery system for the treatment of cancer, serving as a resource for the design and building of CRISPR/Cas9 delivery systems and offering fresh perspectives on the treatment of tumors.