What is the role of an MCP Server in AI?

In the realm of AI, an MCP server serves as a local computational resource that AI applications can leverage to enhance their capabilities. This could involve processing large datasets locally, enabling features that require direct access to the user's file system, or providing a more private and secure environment for certain AI tasks.