What is an MCP Server and Why Is It a Security Blind Spot? An MCP server is a gateway that lets an AI agent connect to and use external tools, APIs, and enterprise data sources. The Model Context Protocol standardizes how an agent discovers what tools are available, invokes them, and receives results.