Non-steroidal anti-inflammatory drugs are one of the symptomatic treatment options for rheumatoid arthritis (RA). However, these medications are known to have multiple adverse effects. Although biological medications target molecular pathways involved in the inflammatory process of RA, there is a lack of long-term safety data. This review aims to present the novel insights of recent studies investigating medicinal plants, phytochemicals and their pharmacological activities against RA.