Simple Summary Cutaneous T-cell lymphomas (CTCLs) are a rare kind of skin cancer that currently has no curative treatment except allogeneic stem cell transplantation. The aim of this systematic review is to investigate the effectiveness of Janus kinase inhibitor drugs as a treatment for CTCLs. This study showed that Janus kinase inhibitors can be effective in the treatment of CTCLswith acceptable adverse effects. Adverse events have been reported especially in patients with immunosuppression or an underlying autoimmune disease. We recommend conducting more studies, especially clinical trials, to investigate the benefits of these drugs for the treatment of cutaneous T-cell lymphomas.Abstract Cutaneous T-cell lymphomas (CTCLs) are a group of lymphoid neoplasms with high relapse rates and no curative treatment other than allogeneic stem cell transplantation (allo-SCT). CTCL is significantly influenced by disruption of JAK/STAT signaling. Therefore, Janus kinase (JAK) inhibitors may be promising for CTCL treatment. This study is a systematic review aiming to investigate the role of JAK inhibitors in the treatment of CTCL, including their efficacy and safety. Out of 438 initially searched articles, we present 13 eligible ones. The overall response rate (ORR) in the treatment with JAK inhibitors in clinical trials was 11-35%, although different subtypes of CTCL showed different ORRs. Mycosis fungoides showed an ORR of 14-45%, while subcutaneous-panniculitis-like T-cell lymphoma (SPTCL) displayed an ORR ranging from 75% to 100%. Five cases were reported having a relapse/incident of CTCL after using JAK inhibitors; of these, three cases were de novo CTCLs in patients under treatment with a JAK inhibitor due to refractory arthritis, and two cases were relapsed disease after graft-versus-host disease treatment following allo-SCT. In conclusion, using JAK inhibitors for CTCL treatment seems promising with acceptable side effects, especially in patients with SPTCL. Some biomarkers, like pS6, showed an association with better responses. Caution should be taken when treating patients with an underlying autoimmune disease and prior immunosuppression.