According to PANews, the MCP protocol faces several challenges as it attempts to integrate into AI ecosystems. The protocol, designed to link various tools, struggles with an overwhelming number of available options, making it difficult for large language models (LLMs) to effectively choose and utilize them. No AI can master all professional fields, and this issue cannot be resolved by increasing parameter counts.