TheGraph empowers AI agents by acting as an MCP server, providing access to indexed blockchain data from The Graph. It offers tools to fetch subgraph schemas and execute GraphQL queries, allowing AI to understand and interact with blockchain data efficiently. This enables the development of intelligent applications that can analyze on-chain information, identify patterns, and perform complex data-driven tasks.