L-18 MCP with LangGraph | Single Server and Multi Server Setup on Local Machine

In this tutorial, we take a deep dive into *Model Context Protocol (MCP)* and learn how to *connect multiple MCP servers* with an MCP client.

📥 Download the complete source code:
🔗 GitHub: https://github.com/codewithaarohi/Age...
🌐 Website: https://codewithaarohi.ai/downloads/a...

Both links contain the exact code used in this tutorial.

For Queries: [email protected]

📌 *What You’ll Learn:*
✅ Quick recap — What is MCP and why it matters
✅ How to set up and run a *Weather MCP Server* locally
✅ Connecting an *MCP client* to the server and fetching live data
✅ Running two MCP servers simultaneously — Weather + Calculator
✅ How MCP makes *tool discovery and swapping* easy for AI agents
✅ Local vs Hosted MCP servers — when to use each

This tutorial is perfect for developers exploring **Agentic AI**, **MCP integrations**, and building multi-server AI workflows.

💬 Questions or collaborations? Reach out at *[email protected]*

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