Medicinal plants have been used to treat mental health-related conditions among different ethic groups. Among the commonly used plants in South Africa are Gomphocarpus fruticosus (L.) W.T.Aiton and Leonotis leonurus (L.) R.Br. This study aimed at generating the phytochemical profiles, micromorphology, and elemental composition of the leaves of G. fruticosus and L. leonurus as possible means of explaining the basis for their utilisation for mental health-related conditions in folk medicine and consideration for further development. The plant parts were subjected to successive solvent extractions using an ultrasonic method with dichloromethane (DCM) and were chemically characterised using ultra-performance liquid chromatography coupled to mass spectrometry (UPLC-MS). Scanning electron microscopy (SEM) was used to examine the micromorphology of the fresh leaves and energy-dispersive X-ray Spectrometry (EDX) was utilised to perform mineral elemental analyses of G. fruticosus and L. leonurus using their leaf powder. We identified phytochemicals including rutin and marrubiin, which are known to alleviate depression-like symptoms. Glandular and non-glandular trichomes were present in the plants. A weight (%) of 1.32 and 0.82 for calcium, 1.16 and 1.99 for potassium, and 0.38 and 0.38 magnesium were present in G. fruticosus and L. leonurus, respectively. These minerals have been linked to mental health stability, with imbalances associated with various disorders. We established the chemical composition that could suggest potential therapeutic effects of these two medicinal plants, offering insights into their uses in folk medicine and potential modern applications in treating mental health issues.