MCP: Dynamic Tool Discovery for Smarter LLMs! #shorts

Watch the full session 👉 https://memgraph.com/webinars/lessons-learned-building-a-rag-app-on-an-mcp-based-architecture

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

Видео MCP: Dynamic Tool Discovery for Smarter LLMs! #shorts канала Memgraph