Build a MongoDB MCP Server Using Embabel Framework | Chat With Your Database using AI

BootcampToProd β€’ December 15, 2025
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BootcampToProd

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In this tutorial, we will build a MongoDB MCP (Model Context Protocol) Server using the Embabel Framework. This allows Claude AI and other assistants to directly interact with your MongoDB database through natural language queries! 🎯 WHAT YOU'LL LEARN IN THIS TUTORIAL: βœ… What is MongoDB MCP Server βœ… Complete project setup with Spring Boot βœ… Creating MCP agent tools with Embabel annotations βœ… Setting up free LLM models with OpenRouter βœ… Testing your server with MCP Inspector βœ… Connecting your MCP Server to Claude Desktop πŸ“¦ WHAT WE'RE BUILDING: A MongoDB MCP Server that: - Connects AI assistants directly to your MongoDB database - Exposes database operations as tools for Claude and other AI agents - Handles queries, inserts, updates, and collection management - Integrates seamlessly with the Claude Desktop App for natural language database interactions Real-World Use Cases: βœ“ Chat with your database using natural language βœ“ Non-technical users querying databases without SQL βœ“ Automated database operations through AI assistants πŸ“– Complete Tutorial & Source Code: Get the full step-by-step guide and complete source code on our blog: https://bootcamptoprod.com/embabel-mongodb-mcp-server/ Connect with me: LinkedIn: https://www.linkedin.com/in/bunty-raghani ━━━━━━━━━━━━━━━━━━━━━━━━━ πŸ›’ MY SETUP - The gear that powers these tutorials: ━━━━━━━━━━━━━━━━━━━━━━━━━ πŸ–₯️ Mac Mini: https://amzn.to/4ltPhup ⌨️ Logitech K235 Keyboard: https://amzn.to/4mNI0Xh πŸ–±οΈ Logitech MX Master 3S Mouse: https://amzn.to/45lZFja 🎀 Boya BY-PM700 Mic: https://amzn.to/4oHUIc1 🌐 Hostinger Web Hosting: https://hostinger.in?REFERRALCODE=A0WBUNTYMTUV πŸ“ Disclaimer: This description contains affiliate links (like Amazon & Hostinger). If you click one and make a purchase, I may receive a small commission at no extra cost to you. As an Amazon Associate, I earn from qualifying purchases. Thanks for supporting the channel! ⏰ Timestamps: 00:00 - Introduction 00:37 - Understanding the Use Case 01:01 - Project Structure 02:27 - Code Walkthrough 20:03 - Testing Overview 21:29 - Testing Using MCP Inspector 26:30 - Testing Using Claude Desktop 32:17 - Outro

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