Signal allows AI agents to interact with the Signal messaging platform by integrating with signal-cli. It provides tools to send messages to individual users and groups, receive and parse incoming messages, and offers asynchronous support with timeout handling for reliable operation. Leveraging the MCP framework, Signal provides a seamless bridge between AI agents and the Signal messaging network.