The Yelp MCP Server exposes tools powered by Yelp Fusion AI, bringing conversational intelligence to applications. It allows users to ask natural language questions and receive real-time, contextually relevant answers leveraging Yelp’s latest business data and reviews. The primary tool, 'yelp_agent', facilitates agent-to-agent communication for various local business queries, supporting complex interactions like multi-turn conversations, detailed questions, comparisons, and itinerary planning.