This demo, https://github.com/simagix/vector-openai-mcp, showcases vector search using Sentence-Transformers locally and MongoDB Atlas’s $vectorSearch, combined with OpenAI’s Model Context Protocol (MCP) for intelligent intent routing and semantic querying. It walks through loading news data, running local and cloud-based searches, and integrating Azure OpenAI for a natural language interface to retrieve and rank results.