Multi-Agent AI Systems
Multi-Agent MCP Application with Azure Cosmos DB
Hands-on lab notes from LAB518: Multi-agent MCP with Azure Cosmos DB.
Session: LAB518
Date: Wednesday, Nov 19, 2025
Time: 11:45 AM PST - 1:00 PM PST
Location: Moscone West, Level 3, Room 3001
Coming Soon
This article will be published during/after Microsoft Ignite 2025 (Nov 18-21). Full lab walkthrough of building multi-agent MCP applications with Cosmos DB coming soon.
Lab Overview
What We're Building:
- Multi-agent application leveraging MCP (Model Context Protocol)
- Microsoft Agent Framework (C#) or LangGraph (Python)
- Azure Cosmos DB for scalable data persistence and retrieval
- Agent functions and external service integrations
- Memory, state management, and semantic search
Technologies:
- MCP (Model Context Protocol)
- Microsoft Agent Framework (C#) / LangGraph (Python)
- Azure Cosmos DB
- Semantic search
- State management patterns
Key Learning Goals
- MCP Integration - How do agents share context via Model Context Protocol?
- State Management - Using Cosmos DB for agent memory and state
- Semantic Search - Implementing vector search in Cosmos DB
- Multi-Agent Coordination - How agents collaborate on real-world tasks
- Production Patterns - Enterprise-ready deployment architecture
Stay Tuned
Full lab walkthrough, code samples, and architectural insights coming soon.
Session: LAB518 | Nov 19, 2025 | Moscone West, Level 3, Room 3001