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πŸ€– MCP Client: Build File Operations Agent with Embabe

This repository demonstrates how to build an intelligent MCP (Model Context Protocol) Client using the Embabel Framework and Spring Boot. The application connects to an MCP server and uses AI to understand natural language commands, automatically determining which file operations to execute.

πŸ“– Complete Guide: For detailed explanations and a full code walkthrough, read our comprehensive tutorial.
πŸ‘‰ MCP Client: Build File Operations Agent with Embabel

πŸŽ₯ Video Tutorial: Prefer hands-on learning? Watch our step-by-step implementation guide.
πŸ‘‰ YouTube Tutorial - Embabel Framework: Build a Smart MCP Client for File Operations

Embabel Framework: Build a Smart MCP Client for File Operations

▢️ Watch on YouTube


✨ What This Project Demonstrates

This application showcases how to build an AI-powered MCP client that understands natural language:

  • Natural Language Processing - Send commands like "Create a file called notes.txt with my meeting notes"
  • Intelligent Agent - AI automatically determines which operation to perform (CREATE, READ, EDIT, DELETE)
  • Unified API - Single endpoint handles all file operations through conversational commands
  • Tool Orchestration - AI agent automatically selects and invokes the correct MCP tools

πŸš€ How to Run and Test

For instructions on how to run and how to test, kindly go through our comprehensive article:
πŸ‘‰ Click here for Setup & Testing Instructions


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A demo project showing how to build an MCP client with Embabel that connects to a File Operations MCP Server and executes tools from an AI agent.

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