Jupiter bridges the gap between large language models like Claude and the Solana blockchain, specifically for token swaps. It acts as an MCP server, exposing tools that allow Claude to get quotes, build swap transactions, and send them directly through Jupiter's API. This integration enables users to leverage Claude's natural language processing to execute complex cryptocurrency swaps on the Solana network without needing to directly interact with the underlying blockchain infrastructure.