Model Context Protocol (MCP) Integration

Implement native support for the Model Context Protocol (MCP), a standard open protocol that enables the AI to connect with and utilize external data servers, local tools, and third-party APIs.

Goal: Transform the application from a passive chat interface into an extensible agentic platform, allowing users to plug in any MCP-compliant tool (such as file system access, database connectors, or browser automation) to significantly expand the AI's real-world capabilities without custom integration logic.