Through the analysis of Docker Remote API Unauthorized Access Vulnerability, this paper proposes a vulnerability exploitation tool. The tool fills the gap of vulnerability detection tools and provides the batch testing function. It achieves high efficiency of vulnerability detection and lays the foundation for web security work such as bug fixes. It is effective and has low cost for the improvement of web security．