Model Context Protocol MCP: A New Language for AI | CSA

Model Context Protocol (MCP): A New Language for AI

An open standard that enables AI models to interact with tools, memory, and data in a structured, auditable way.

GenAI adoption is becoming more widespread in the enterprise, resulting in a growing complexity of AI models and systems.

LLM use is evolving into autonomous agents capable of learning, reasoning, and acting independently, but this raises a problem: how do models communicate with tools, data sources, other models, and users?

This is where Model Context Protocol (MCP) comes into play, standardizing the format for function calls, tool usage, memory, and state.

MCP promises to eliminate the need for custom integrations for each new data source.

Author's summary: MCP enables AI models to interact with tools and data in a structured way.

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Cloud Security Alliance Cloud Security Alliance — 2025-10-15

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