Model Context Protocol: Discover the missing link in AI integration

出典:Redhat.com

記事の概要

The Model Context Protocol (MCP) is introduced as a new open standard designed to securely connect AI models with external tools, APIs, and enterprise data sources.

  • Developed through a collaboration between Anthropic and Red Hat, MCP aims to solve the 'hallucination' problem by providing large language models with real-time, accurate context from trusted external systems.
  • The protocol defines a standardized method for AI models to dynamically discover, request, and utilize external capabilities and information securely, without requiring bespoke API integrations for each LLM provider.
  • MCP facilitates robust enterprise-grade AI integration, enabling models to interact with internal systems and sensitive data, leveraging platforms like Red Hat OpenShift AI for hosting MCP servers and tools.
  • Claude Desktop is highlighted as an early adopter and client of MCP, demonstrating how AI assistants can leverage this protocol to enhance their functionality by securely accessing diverse external resources.