New Relic Unveils Support for Model Context Protocol to Enable True End-to-End Observability of AI Applications

Source:Vmblog.com

Article Summary

New Relic has announced support for the Model Context Protocol (MCP), aiming to provide true end-to-end observability for AI applications.

  • The integration allows developers to trace user requests through large language models (LLMs) and their various integrations, offering unprecedented visibility into the AI application stack.
  • New Relic's platform will now ingest and process MCP data, enabling comprehensive monitoring of AI workflows from user input to LLM response and tool usage.
  • This support is crucial for debugging, performance optimization, and understanding the behavior of complex AI systems, especially those using tools and RAG.
  • It helps address the 'black box' challenge of LLMs by providing transparent insights into their operations and interactions within an application.
New Relic Unveils Support for Model Context Protocol to Enable True End-to-End Observability of AI Applications | MCP Market