The development of novel fluorescent dyes for bio-thiol is of great importance in biological, clinical and pharmaceutical sciences. Given the importance of bio-thiol anticipating in numerous physiological processes, there is a great need to construct fluorescent biosensors with high quality to detect them. Fluorophores, especially those used in bio-system, usually require high-quality properties such as high brightness, good water solubility, bio-compatible and photostability. Herein, we reported a novel fluorescent probe based on piperazine-coumarin scaffold with enhanced brightness and solubility. To further demonstrate the potential clinical applications, we performed living cell fluorescence image and human esophageal carcinoma diagnosis. The result indicated that we were able to distinguish pathological tissue from normal tissue by applying this probe. Thus, we hope this design will be helpful to develop high-quality fluorophores for clinical diagnosis.