Synergistic chemo-photothermal therapy is employed to treat cancer. In this work, the curcumin loaded mesoporous silica on reduced graphene oxide (Cur-mSiO2@rGO) is synthesized. The mSiO2@rGO nanocarrier combines rGO to absorb NIR radiations with mSiO2 to load the drug. The mSiO2@rGO thus functions as bimodal photothermal agent and pH-responsive drug nanocarrier. Curcumin loaded onto the nanocarrier possesses antiproliferative, antioxidant, anti-inflammatory, pro-apoptotic, and antiangiogenic characteristics. It has anticancer potential against malignancies of stomach, liver, breast, lungs, and prostate. Breast cancer (BCa) is a major health concern worldwide. Curcumin inhibits BCa by mechanisms including apoptosis, cell cycle arrest, and modulation of signaling pathways. Moreover, curcumin blocks transcription factor (NF-κB), PI3K/AKT signaling, and STAT3 protein to inhibit liver cancer cell growth and survival. Cur-mSiO2@rGO targets cancer cells with enhanced loading capacity of 92 ± 1.02 % curcumin which is specifically released in the acidic tumor environment. NIR lamp irradiation at 808 nm ablates cancer cells to demonstrate the high photothermal conversion efficiency of rGO. In vitro experiments prove that synergistic chemo-photothermal therapy effectively kills cancer cells (HepG2 and MCF-7) compared to the single chemotherapeutic treatment. The toxicity of Cur-mSiO2@rGO is analyzed in vivo by the serum biochemical analysis, and biosafety by histopathological examination of vital body organs. A 1000 mg/kg specific dose of Cur-mSiO2@rGO shows no toxic effect on mice organs. Additionally, the in vivo studies confirm that Cur-mSiO2@rGO with NIR reduces tumor growth. Therefore, the multifunctional Cur-mSiO2@rGO can be a safe chemopreventive nanocarrier in tumor management and cancer photothermal therapy.