The invention belongs to the technical field of
artificial intelligence, and discloses an MCP-based intelligent task
decomposition and proxy execution
system and method.The
system comprises a
proxy server, an MCP
client, a
Web service module and a front-end interaction module, and a self-adaptive task
decomposition engine, a multi-MCP service dynamic integration framework and other components are arranged in the
proxy server; ordered subtasks can be generated according to query complexity, multiple MCP service tools are managed in a unified manner, a flow is pushed in real time, user confirmation is supported, and a backspacing scheme can be triggered when the tools or
decomposition fails; according to the method, complex query
processing is achieved through the four steps of task decomposition, service connection and tool preparation, task execution and user interaction and result integration and feedback. The
system improves the complex task
processing accuracy, the user trust degree and the
task completion rate when the tool fails, has good expansibility depending on the MCP protocol, and can be applied to scenes such as intelligent customer service and intelligent office assistants.