Understanding MCP security: Common risks to watch for

This article details how to implement "guardrails" – safety mechanisms – when deploying applications powered by Large Language Models (LLMs). It emphasizes the need to go beyond basic content filtering and instead focus on controlling the behavior of the LLM through techniques like defining allowed intents, grounding responses in reliable data, and handling unexpected inputs. Ultimately, effective guardrails are crucial for building trustworthy and secure LLM applications that avoid harmful outputs and maintain user safety.