Technology

MCP (Model Context Protocol)

Open protocol developed by Anthropic enabling AI models to access external data sources in a standardized and secure way.

The Model Context Protocol (MCP) is an open communication protocol created by Anthropic in 2024. It defines a standardized interface allowing language models (LLMs) to access external data and tools securely.

How it works

MCP operates on a client-server model:

  • The MCP client is integrated into the AI application (Claude Desktop, ChatGPT, IDE...)
  • The MCP server exposes "tools" that the AI can call to retrieve or manipulate data

Each tool is described by a JSON schema specifying its input and output parameters, allowing the AI to use it autonomously.

Benefits of MCP

  • Standardization: a single protocol to connect any AI to any data source
  • Security: API key authentication, granular permissions, encrypted communications
  • Real-time: data is fetched on demand, always up to date
  • Interoperability: works with Claude, ChatGPT, Gemini and any compatible client

Use cases

MCP is particularly useful for:

  • Connecting business intelligence tools to AI assistants
  • Enabling AIs to access internal databases
  • Automating complex workflows involving multiple data sources
  • Creating specialized AI assistants with access to business data

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