Cerebral ischemia leads to reactive astrogliosis and glial scar formation. Glial scarring can impede functional restoration during the recovery phase of stroke. Salidroside has been shown to have neuroprotective effects after ischemic stroke, but its impact on long-term neurological recovery, especially whether it regulates reactive astrogliosis and glial scar formation, is unclear. In this study, male adult C57/BL6 mice were subjected to transient cerebral ischemia injury followed by intravenous salidroside treatment. Primary astrocytes were treated with lipopolysaccharide (LPS) or conditioned medium from cultured primary neurons subjected to oxygen-glucose deprivation (CM-OGD). Salidroside significantly improved long-term functional outcomes following ischemic stroke in the rotarod and corner tests. It also reduced brain glial scar volume and decreased expression of the glial scar marker, glial fibrillary acidic protein (GFAP) and inhibited astrocyte proliferation. In primary astrocyte cultures, salidroside protected astrocytes from CM-OGD injury-induced reactive astroglial proliferation, increasing the percentage of cells in G0/G1 phase and reducing the S populations. The inhibitory effect of salidroside on the cell cycle was related to downregulation of cyclin D1 and cyclin-dependent kinase 4 (CDK4) mRNA expression and increased p27Kip1 mRNA expression. Similar results were found in the LPS-stimulated injury model in astroglial cultures. Western blot analysis demonstrated that salidroside attenuated the CM-OGD-induced upregulation of phosphorylated Akt and glycogen synthase kinase 3 beta (GSK-3 beta). Taken together, these results suggested that salidroside can inhibit reactive astrocyte proliferation, ameliorate glial scar formation and improve long-term recovery, probably through its effects on the Akt/GSK-3 beta pathway.