The development of antiretroviral therapy (ART) has been effective in suppressing HIV replication. However, severe drug toxicities due to the therapy and its failure in targeting the integrated proviral genome have led to the introduction of a new paradigm of gene-based therapies. With its effective inhibition and high precision, clustered regularly interspaced short palindromic repeats (CRISPR)-associated protein-9 nuclease (Cas9) or CRISPR/Cas9 has emerged as an effective genome editing tool in the last decade. Mediated by guide RNAs (gRNAs), Cas9 endonuclease acts like genetic scissors that can modify specific target sites. With this concept, CRISPR/Cas9 has been used to target the integrated proviral HIV-1 genome both in in vitro as well as in vivo studies including non-human primates. The CRISPR has also been tested for targeting latent HIV-1 by modulating the proviral transcription with the help of a specialized Cas9 mutant. Overcoming the limitations of the current therapy, CRISPR has the potential to become the primary genome editing tool for eradicating HIV-1 infection. In this review, we summarize the recent advancements of CRISPR to target the proviral HIV-1 genome, the challenges and future prospects.