Summary  
This chapter covers integrating AI models into a server to interpret natural‐language intent, trigger corresponding functions, and dynamically generate code based on prompts.  

General domain of usage  
Spreadsheet automation

You'll also need an AI interface that understands context and can trigger server functions. MCP is compatible with multiple AI providers. Here's a list of popular models that support MCP-style integration, especially for interpreting context and invoking functions:

The easiest to use will be <a href="https://claude.ai/download" target="_blank"><svg width="1em" height="1em" viewBox="0 0 30 32" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill="none" stroke="#098f67" style="stroke: var(--color1, #098f67)" stroke-linejoin="miter" stroke-linecap="round" stroke-miterlimit="4" stroke-width="2.4156" d="M17.289 17.305v0c-1.754 1.754-4.597 1.754-6.351 0l-7.76-7.759c-1.755-1.755-1.755-4.601 0-6.356v0c1.753-1.753 4.595-1.756 6.351-0.005l6.208 6.187"></path><path fill="none" stroke="#098f67" style="stroke: var(--color1, #098f67)" stroke-linejoin="miter" stroke-linecap="round" stroke-miterlimit="4" stroke-width="2.4156" d="M12.504 13.97v0c1.754-1.754 4.597-1.754 6.351 0l7.762 7.762c1.754 1.754 1.754 4.597 0 6.351v0c-1.754 1.754-4.597 1.754-6.351 0l-5.953-5.953"></path></svg>Claude desktop </a> a local interface for the Claude AI model. It's lightweight, user-friendly, and enables direct communication with your MCP server during development.

What is the main role of an AI interface in the MCP system?

Learn how to create a fully functional MCP (Model Context Protocol) server to integrate AI models like Claude with real-world tools like Excel. Everything from core concepts to setting up your development environment and building your first working server that can analyze real data through natural language prompts. No advanced programming knowledge required, just curiosity and willingness to explore AI automation.

Get introduced to the core ideas behind agentic AI and how the Model Context Protocol (MCP) enables seamless interaction between AI models and tools like Excel or databases.

Prepare your development environment and install the required tools, connect an AI model, and build the base of your MCP server.



Create new MCP server to analyze and process Excel files with natural language prompts.

AI Models for the MCP Server