The Ankr MCP Server retrieves blockchain data through the Ankr API, enabling Large Language Models (LLMs) to access and utilize on-chain information. It implements the Model Context Protocol (MCP), providing a standardized interface for LLMs to interact with blockchain data sources and perform on-chain data operations.