Build a Confluence AI Agent That Understands Plain English | Embabel MCP Client

Learn how to build an intelligent Confluence MCP client using the Embabel Framework that understands natural language commands! 🚀

In this tutorial, we'll create a Spring Boot application that acts as an MCP (Model Context Protocol) client, connecting to a Confluence MCP server. This is our second MCP client in the Embabel series, and you'll learn how to enable users to interact with Confluence using simple commands like "List all spaces" or "Create a new page"

🔥 WHAT YOU'LL LEARN IN THIS TUTORIAL:
✅ Set up Embabel MCP client with Spring Boot
✅ Configure MCP tool groups for Confluence operations
✅ Build an intelligent AI agent that processes natural language commands
✅ Connect to Confluence MCP server via Server-Sent Events (SSE)
✅ Execute Confluence operations: list spaces, create documents, get metadata, and more
✅ Configure OpenRouter LLMs (DeepSeek, Mistral, GLM) for command processing
✅ Test the client with real examples using cURL

📦 WHAT WE'RE BUILDING:

A Confluence MCP Client that:
Connects to your Confluence MCP Server via Server-Sent Events (SSE)
Processes natural language commands like "List all spaces" or "Create a new page"
Executes Confluence operations: list spaces, list documents, create pages, get history, fetch metadata
Returns user-friendly responses with relevant Confluence metadata
Works seamlessly as a REST API for easy integration

📖 Complete Tutorial & Source Code:
Get the full step-by-step guide and complete source code on our blog:
https://bootcamptoprod.com/embabel-co...

Connect with me:
LinkedIn:   / bunty-raghani  

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🛒 MY SETUP - The gear that powers these tutorials:
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🖥️ Mac Mini: https://amzn.to/4ltPhup
⌨️ Logitech K235 Keyboard: https://amzn.to/4mNI0Xh
🖱️ Logitech MX Master 3S Mouse: https://amzn.to/45lZFja
🎤 Boya BY-PM700 Mic: https://amzn.to/4oHUIc1
🌐 Hostinger Web Hosting: https://hostinger.in?REFERRALCODE=A0W...

📝 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
00:15 - Confluence MCP Server Overview
00:42 - Confluence MCP Client Overview
01:45 - Project Structure
03:26 - Code Walkthrough
18:58 - Testing Prerequisite
20:25 - Testing List All Spaces Operation
21:29 - Testing List All Documents Operation
22:45 - Testing Create New Document Operation
23:45 - Testing View Page History Operation
24:43 - Testing View Page Metadata Operation
25:19 - Understanding Space Key vs ID Scenario
27:18 - Outro