Diseases of multifactorial origin like neurodegenerative and autoimmune diseases require a multitargeted approach. The discovery of the role of autoimmunity in glaucoma and retinal ganglionic cell (RGC) death has led to a paradigm shift in our understanding of the etiopathology of glaucoma. Glaucoma can cause irreversible vision loss that affects up to an estimated 3% of the population over 40 years of age. The current pharmacotherapy primarily aims to manage only intraocular pressure (IOP), a modifiable risk factor in the glaucomatous neurodegeneration of RGCs. However, neurodegeneration continues to happen in normotensive patients (where the IOP is below a reference value), and the silent nature of the disease can cause significant visual impairment and take a massive toll on the healthcare system. Cannabinoids, although known to reduce IOP since the 1970s, have received renewed interest due to their neuroprotective, anti-inflammatory, and immunosuppressive effects on autoimmunity. Additionally, the role of the gut-retina axis and abnormal Wnt signaling in glaucoma makes cannabinoids even more relevant because of their action on multiple targets, all converging in the pathogenesis of glaucomatous neurodegeneration. Cannabinoids also cause epigenetic changes in immune cells associated with autoimmunity. In this Review, we are proposing the use of cannabinoids as a multitargeted approach for treating autoimmunity associated with glaucomatous neurodegeneration, especially for the silent nature of glaucomatous neurodegeneration in normotensive patients.