Ischemic stroke is a medical emergency for which effective treatment remains inadequate. Curcumin (Cur) is a natural polyphenolic compound that is regarded as a potent neuroprotective agent. Compared to synthetic pharmaceuticals, Cur possesses minimal side effects and exhibits multiple mechanisms of action, offering significant advantages in the treatment of ischemic stroke. However, drawbacks such as poor water solubility and transmembrane permeability limit the efficacy of Cur. In recent years, nano-delivery systems have attracted great interest in the field of stroke therapy as an effective method to improve drug solubility and cross the blood-brain barrier (BBB).