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The Honeycomb MCP Server allows Honeycomb Enterprise customers to directly query and analyze their Honeycomb datasets across multiple environments using Large Language Models (LLMs). It facilitates querying data, alerts, and dashboards, enabling users to cross-reference production behavior with the codebase. By leveraging the Model Context Protocol (MCP), this server provides a powerful interface for interacting with Honeycomb observability data and gaining deeper insights into application performance and behavior.