Transformable liquid metal (LM)‐based materials have attracted considerable research interest in biomedicine. However, the potential biomedical applications of LMs have not yet been fully explored. Herein, for the first trial, the inductive heating property of gallium–indium eutectic alloy (EGaIn) under alterative magnetic field is systematically investigated. By virtue of its inherent metallic nature, LM possesses excellent magnetic heating property as compared to the conventional magnetite nanoparticles, therefore enabling its unique application as non‐magnetic agents in magnetic hyperthermia. Moreover, the extremely high surface tension of LM could be dramatically lowered by a rather facile PEGylation approach, making LM an ideal carrier for other theranostic cargos. By incorporating doxorubicin (DOX)‐loaded mesoporous silica (DOX‐MS) within PEGylated LM, a magnetic field‐driven transformable LM hybrid platform capable of pH/AFM dual stimuli‐responsive drug release and magnetic thermochemotherapy are successfully fabricated. The potential application for breast cancer treatment is demonstrated. Furthermore, the large X‐ray attenuation ability of LM endows the hybrid with the promising ability for CT imaging. This work explores a new biomedical use of LM and a promising cancer treatment protocol based on LM hybrid for magnetic hyperthermia combined with dual stimuli‐responsive chemotherapy and CT imaging. A magnetic field‐driven transformable liquid metal (LM) hybrid platform incorporating doxorubicin (DOX)‐loaded mesoporous silica within PEGylated LM is fabricated. The as‐prepared LM hybrid capable of pH/AFM dual stimuli‐responsive drug release and magnetic thermochemotherapy can be promising as smart theranostic agents for non‐magnetic cancer multimodality treatment and CT scan.