This advanced Model Context Protocol (MCP) server provides a powerful, agentic interface to Google's Gemini 3.1 models via Vertex AI. Unlike a standard search tool, it orchestrates real-time Google Search for up-to-the-minute information, performs deep URL analysis by fetching and parsing web page content, and executes Python code on-the-fly for calculations, data manipulation, and logical reasoning. It further enhances its capabilities by utilizing Gemini's internal reasoning to plan and refine its approach before delivering answers, making it ideal for sophisticated research and data-intensive workflows.
