Since hydrogen sulfide (H2S) is an important endogenous gaseous mediator, therapeutic manipulation of H2S is promising for anticancer treatment. In this work, we develop a novel theranostic nanoplatform with H2S-specific and photocontrolled synergistic activation for imaging-guided H2S depletion and downregulation along with promoted photothermal therapy. Such a nanoplatform is fabricated by integration of a H2S-responsive molecule probe that can generate a cystathionine-β-synthase (CBS) inhibitor AOAA and a photothermal transducer into an NIR-light-responsive container. Our nanoplatform can turn on NIR fluorescence specifically in H2S-rich cancers, guiding further laser irradiation. Furthermore, prominent conversion of photoenergy into heat guarantees special container melting with controllable AOAA release for H2S-level downregulation. This smart regulation of the endogenous H2S level amplifies the PTT therapeutic effect, successfully suppressing colorectal tumor in living mice under NIR fluorescence imaging guidance. Thus, we believe that this nanoplatform may provide a powerful tool toward H2S-concerned cancer treatment with an optimized diagnostic and therapeutic effect.