Tumor microenvironment (TME) responsive chemodynamic therapy (CDT) can produce high-toxic hydroxyl radicals (·OH) to kill cancer cells, but the limited concentration of endogenous hydrogen peroxide (HO) seriously restricted its application. Herein, using endo/exo-genous dual-stimuli, a novel nanoprobe with enhanced ·OH generation was developed for magnetic resonance (MR) imaging and multimodal therapeutics, in which gold nanotetrapod (AuNTP) with photothermal therapy (PTT) performance was coated with mesoporous silica (mSiO) and loaded with cisplatin (CDDP), then a thin layer of manganese dioxide (MnO) was deposited to construct AuNTP@mSiO@CDDP@MnO nanoprobes. In TME, endogenous HO, CDDP-triggered self-supplying HO produced via cascade reaction and the exogenous photothermal effect of AuNTPs together enhanced the ·OH generation of Mn induced by glutathione (GSH) responsive degradation of MnO. The prepared AuNTP@mSiO@CDDP@MnO nanoprobes possessed perfect core@shell structure, good biocompatibility and GSH-dependent MR performance, in which the relaxation rates increased from 0.717 mM·s to 8.12 mM·s. Under the multimodal therapeutics of CDT/PTT/chemotherapy, the developed AuNTP@mSiO@CDDP@MnO nanoprobes demonstrated good antitumor efficacy. Our work provided a promising strategy for constructing TME-responsive nanoprobes with endo/exo-genous stimuli, achieving enhanced visualized theranostics of tumors. STATEMENT OF SIGNIFICANCE: Tumor microenvironment (TME) responsive chemodynamic therapy (CDT) can produce high-toxic hydroxyl radicals (·OH) to kill cancer cells, but the limited concentration of endogenous hydrogen peroxide (HO) seriously restricted its application. Using endo/exo-genous dual-stimuli, AuNTP@mSiO@CDDP@MnO (AMCM) nanoprobe was constructed, in which endogenous HO, CDDP-triggered self-supplying HO and the exogenous photothermal effect of AuNTPs together enhanced the ·OH generation. Under the multimodal therapeutics of CDT/PTT/chemotherapy, the developed AuNTP@mSiO@CDDP@MnO nanoprobe demonstrated good antitumor efficacy, and provided a promising strategy for constructing TME-responsive nanoprobes with endo/exo-genous stimuli, achieving enhanced CDT of tumors.