Cutaneous T‐cell lymphomas (CTCLs) are a type of non‐Hodgkin lymphoma that usually involves the skin. It has different subtypes including mycosis fungoides (MFs), Sézary syndrome (SS), primary cutaneous anaplastic large lymphoma (PC‐ALCL), lymphomatoid papulosis (LyP), and subcutaneous panniculitis–like T‐cell lymphoma (SPTCL). There are several reports of incidence, relapse, or progression of CTCLs by using specific drugs. We aim to identify drug‐ and vaccine‐induced CTCL characteristics. A systematic search was conducted using MeSH terms/keywords: CTCL and drug‐induced or drug‐associated or vaccine‐associated or vaccine induced through PubMed/Medline, Scopus, Web of Science, and Embase until May 10, 2024. Out of 14,031 papers, 60 articles were included, involving 71 patients with a mean age of 53.5 ± 17 years. Among them, 52.1% were male. Medications were categorized into four groups: conventional, biologics, small molecules, and vaccines. The most frequently reported medications in the first group were fingolimod ( n = 8) and methotrexate ( n = 7). Infliximab ( n = 6) and etanercept ( n = 5) were the most commonly reported biologics. Pfizer–BioNTech ( n = 11) vaccine and JAK inhibitors ( n = 3) were the most reported vaccine and small molecules. LyP ( n = 17) was the most frequently reported type of CTCL, followed by PC‐ALCL ( n = 13), MF ( n = 11), SS ( n = 8), and SPTCL ( n = 8). The most common underlying conditions were rheumatoid arthritis ( n = 15) and multiple sclerosis ( n = 10). Twenty patients (28%) experienced disease regression after discontinuing the drug, with a mean ± SD of 8.6 ± 8.8 weeks. In 14 patients (20%), chemotherapy and/or radiotherapy were initiated. Six patients passed away after being diagnosed with CTCL: two because of CTCL recurrence and four because of other complications. It is important recognizing CTCL as a possible, although rare, adverse effect of certain drugs and vaccines, and taking a history of vaccinations, especially COVID‐19 vaccines, and immunosuppressive drugs such as fingolimod, TNF‐a inhibitors, and methotrexate.