Patients with autoimmune inflammatory rheumatic diseases (AIIRD) are potentially at a higher risk of contracting the SARS-CoV-2 virus and have poorer outcomes of the infection as a result of their immunocompromised state due to the nature of the underlying autoimmune conditions and immunosuppressant use. mRNA-based vaccines provide a novel approach to establishing immunity against SARS-CoV-2. However, the implications of toll-like receptors (TLRs), type I interferon (IFN) and pro-inflammatory cytokines raise concerns on disease severity and inefficient immune response following mRNA vaccination. The use of immunosuppression to reduce disease activity may have consequential implications on immune responses following SARS-CoV-2 mRNA vaccination. This study systematically reviews the literature on the safety, efficacy, and immunogenicity of SARS-CoV-2 vaccination in patients with autoimmune rheumatic conditions. This comprehensive review was conducted in accordance with the guidelines of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). A comprehensive literature search on "PubMed" and "EMBASE" electronic databases was conducted to identify relevant articles published from January 1, 2020 to August 31, 2023. The search yielded 106 studies. The mRNA-based vaccines were demonstrated to be safe and efficacious in AIIRD patients. Most studies investigating safety and efficacy of the mRNA-based vaccines reported low frequencies of serious adverse events and disease flares and few breakthrough infections after complete vaccination. Immunogenic response, however, appeared to be blunted in this population of patients, particularly in those who received certain immunosuppressive agents such as methotrexate, mycophenolic acid and rituximab. mRNA-based vaccines are generally safe and efficacious and produce adequate humoral response in AIIRD patients. Additional prospective studies are warranted to ascertain the long-term safety and efficacy profile and the duration of mRNA-vaccine induced immune response. This can aid in shaping guidelines surrounding optimal timing for booster doses in AIIRD patients.