@memgraphdb: Watch the full session 👉 https://youtu.be/JYEbVDNA2UQ MCP gives you dynamic tool discovery, letting the LLM pick the right tool at runtime instead of depending on brittle static logic. It also enables sampling + clarification loops between LLMs, reducing guesswork. Most importantly: reasoning happens on the MCP server, not inside the model. Query validation, correction, and value inspection all run at the edge, keeping retrieval flows stable in 7–8 steps with near-zero failures. --- About Memgraph: Memgraph is a high-performance, in-memory graph database that serves as a real-time context engine for scalable AI applications. #GraphRAG #MCP #Memgraph #LLMs #NaturalLanguageQuery #KnowledgeGraph #AIEngineering #GraphDatabases

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Friday 28 November 2025 16:54:44 GMT