The current detection methods of malignant cells are mainly based on the high expression levels of certain surface proteins on these cells. However, many of the same surface marker proteins are also expressed in normal cells. Growing evidence suggests that the molecular signatures of the tumor microenvironment (TME) are related to the biological state of a diseased cell. Exploiting the unique molecular signature of the TME, we have designed a molecular sensing agent consisting of a molecular switch that can sense the elevated concentration of a small molecule in the TME and promote precise recognition of a malignant cell. We accomplished this by designing and developing a bispecific aptamer that takes advantage of a high concentration of adenosine 5'-triphosphate in the TME. Thus, we report a prototype of a bispecific aptamer molecule, which serves as a dual detection platform and recognizes tumor cells only when a given metabolite concentration is elevated in the TME. This system overcomes hurdles in detecting tumor cells solely based on the elevated expression of cell surface markers, providing a universal platform for tumor targeting and sensing.