TNF and neoplasm: As well, anti‐TNFα is introduced to unite with bacterial regulation to synergistically mitigate bacterial‐induced inflammation, which, along with the metabolism disruptions of intratumoral microbiota and tumor microenvironment, unfreezes tumor resistance and harvests significantly‐intensified phototherapy‐based anti‐tumor outcomes against 4T1 and CT26 tumors.