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The Nautobot Model Context Protocol (MCP) Server provides an intelligent gateway to Nautobot instances, leveraging semantic search and dynamic API capabilities. It allows users to perform CRUD operations on any Nautobot API endpoint through natural language queries, discover relevant API endpoints semantically, and search a comprehensive knowledge base of Nautobot documentation and code. With multi-environment support, smart caching, and integration capabilities for AI assistants, this server streamlines interactions with Nautobot for enhanced automation and operational intelligence.