MCP and Java Apps: Building a Server
In this episode, Ayan Gupta is joined by Bruno Borges and Sandra Ahlgrimm, two seasoned developers with over 30 combined years of experience, who will show you how to build an MCP (Model Context Protocol) server. Think of a café, you need a barista who knows the recipes and handles the brewing. In MCP, that barista is the server, and this episode shows you how to create one!
The Model Context Protocol is a powerful way to extend AI applications by allowing them to interact with external tools, APIs, and services. In this hands-on session, Bruno and Sandra demonstrate how to build an MCP server using Quarkus, a modern Java framework, combined with the intelligence of GitHub Copilot to generate most of the code automatically.
Rather than manually writing boilerplate code, you'll learn how to leverage GitHub Copilot's agent mode with custom instructions to scaffold an entire MCP server. Bruno and Sandra create a "monkey species" API server that demonstrates real MCP capabilities: listing species, getting details, retrieving random entries, and tracking statistics. The best part? They use Copilot to write the implementation, including both real and fictional monkey species data!
You'll see how to annotate services with MCP-specific attributes, configure endpoints using server-sent events, test your server using the MCP Inspector tool, and prepare it for client integration. This example may use monkey species, but the patterns apply to any business domain, customer data, inventory systems, financial APIs, and more.
Resources: aka.ms/JavaAndAIForBeginners
0:00 - Introduction: MCP Servers as Baristas
0:47 - What Is MCP and Why Use It?
1:05 - Starting with a Quarkus Project
1:37 - Using MCP to Simplify API Changes
2:11 - Leveraging GitHub Copilot Instructions
3:00 - Creating the MCP Server Automatically
3:47 - Understanding the Generated Code
4:30 - Exploring Java Records and Best Practices
5:38 - Building and Testing the Server
6:43 - Starting the MCP Server
7:35 - Te
Watch on YouTube ↗
(saves to browser)
Sign in to unlock AI tutor explanation · ⚡30
Playlist
Uploads from Microsoft Developer · Microsoft Developer · 0 of 60
← Previous
Next →
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
Prepare for the DP-300 exam & the Azure Database Administrator Associate cert | Data Exposed
Microsoft Developer
What I Wish I Knew ... about landing a job in tech
Microsoft Developer
Igniting Developer Innovation with Vector Search
Microsoft Developer
Combining the power of vector search with Azure OpenAI then revolutionize image search with vectors!
Microsoft Developer
What I Wish I Knew ... about finding your place in tech
Microsoft Developer
Fluent UI React Insights: Accessible by default
Microsoft Developer
Signing Container Images with Notary Project
Microsoft Developer
What I Wish I Knew ... about finding your place in tech
Microsoft Developer
What programming languages does GitHub Copilot support?
Microsoft Developer
What I Wish I Knew ... about how much your job can change
Microsoft Developer
What I Wish I Knew ... about how much your job can change
Microsoft Developer
How do I become more confident about AI?
Microsoft Developer
How do I become more confident about AI?
Microsoft Developer
Performance Demos of SQL’s Intelligent Query Processing Feedback capabilities | Data Exposed
Microsoft Developer
What I Wish I Knew ... about coming to Microsoft
Microsoft Developer
What I Wish I Knew ... about coming to Microsoft
Microsoft Developer
Revolutionizing Image Search with Vectors
Microsoft Developer
Igniting developer innovation with Vector search and Azure OpenAI
Microsoft Developer
Getting Started with Azure AI Studio's Prompt Flow - Part 2
Microsoft Developer
What I Wish I Knew ... about finding my career path
Microsoft Developer
What I Wish I Knew ... about finding my career path
Microsoft Developer
Windows Terminal's journey to Open Source
Microsoft Developer
Can I trust the code that GitHub Copilot generates?
Microsoft Developer
What I Wish I Knew ... about interviewing
Microsoft Developer
What I Wish I Knew ... about interviewing
Microsoft Developer
What is the Microsoft TechSpark Program?
Microsoft Developer
SQL Server 2022: Accelerate query performance while reducing query compile time - w/ no code changes
Microsoft Developer
What I Wish I Knew ... about discovering computer science
Microsoft Developer
What I Wish I Knew ... about discovering computer science
Microsoft Developer
Call center transcription and analysis using Azure AI
Microsoft Developer
How to use Text Analytics for health in Azure AI Language
Microsoft Developer
Azure OpenAI-powered summarization in Azure AI Language
Microsoft Developer
Accelerate data labeling using Azure OpenAI and Azure AI Language
Microsoft Developer
Building a Private ChatGPT with Azure OpenAI
Microsoft Developer
What I Wish I Knew ... about how to interview
Microsoft Developer
What I Wish I Knew ... about how to interview
Microsoft Developer
Getting Started with Azure AI Studio's Prompt Flow - Part 3
Microsoft Developer
Intelligent Apps with Azure Kubernetes Service (AKS)
Microsoft Developer
Getting Started with Azure Blob Storage | Data Exposed: MVP Edition
Microsoft Developer
Chat + Your Data + Plugins
Microsoft Developer
What I Wish I Knew ... about different career paths
Microsoft Developer
What I Wish I Knew ... about different career paths
Microsoft Developer
Advanced Dev Tunnels Features | OD122
Microsoft Developer
Learn Live - Manage performance and availability in Azure Cosmos DB for PostgreSQL
Microsoft Developer
Plan your SQL Migration to Azure with confidence | Data Exposed
Microsoft Developer
What I Wish I Knew ... about social skills in a tech career
Microsoft Developer
What I Wish I Knew ... about social skills in a tech career
Microsoft Developer
All About Vectors, Search, and Function Calling in Azure OpenAI - Labor Day Special
Microsoft Developer
Introduction to project ORAS
Microsoft Developer
What I Wish I Knew ... about finding the right major
Microsoft Developer
What I Wish I Knew ... about finding the right major
Microsoft Developer
What I Wish I Knew ... about how to approach programming
Microsoft Developer
What I Wish I Knew ... about how to approach programming
Microsoft Developer
Learn Live - Scale from a single node to multiple nodes with Azure Cosmos DB for PostgreSQL
Microsoft Developer
What I Wish I Knew ... about diversity in tech #1
Microsoft Developer
What I Wish I Knew ... about diversity in tech #1
Microsoft Developer
Get started with SQL Server AGs across Windows, Linux and Container Replicas | Data Exposed
Microsoft Developer
Writing LLM Apps with Azure AI and PromptFlow
Microsoft Developer
What I Wish I Knew ... about how cool working in tech could be
Microsoft Developer
Open Source foundation models in Azure Machine Learning & optimization techniques behind the scenes
Microsoft Developer
More on: API Design
View skill →Related AI Lessons
⚡
⚡
⚡
⚡
I Tested 10 AI-Powered APIs for Developers So You Don't Have To
Dev.to · Yury
The only AI tools you actually need as a developer
Dev.to · Samaresh Das
Why Blinkit’s Home Page Looks Different in Delhi vs Bangalore — The Engineering Behind It
Medium · AI
How AI is changing creative jobs… and what marketers and designers need to do about it
Medium · AI
Chapters (11)
Introduction: MCP Servers as Baristas
0:47
What Is MCP and Why Use It?
1:05
Starting with a Quarkus Project
1:37
Using MCP to Simplify API Changes
2:11
Leveraging GitHub Copilot Instructions
3:00
Creating the MCP Server Automatically
3:47
Understanding the Generated Code
4:30
Exploring Java Records and Best Practices
5:38
Building and Testing the Server
6:43
Starting the MCP Server
7:35
Te
🎓
Tutor Explanation
DeepCamp AI