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The Ultimate Guide to Building Your Own MCP Servers

Everyone is starting to realize how big of a deal Anthropic's Model Context Protocol (MCP) is - it’s the first ever “standard” for connecting LLMs with services like your database, Slack, GitHub, web search, etc.

There are a LOT of MCP servers available to us already, but the true power comes from building our own so our agents can do exactly what we want them to do.


In this video, I cover the full process for building your own MCP servers with Python, including how to use AI to make it a breeze! After this guide, not only will you be able to build MCP servers to connect your agents to anything, you’ll be able to take my template (linked below) for yourself and use it to build any server easily.


00:00 - Leverage the True Power of MCP

01:05 - Resources for Building an MCP Server

02:20 - The What and Why of Building MCP Servers

05:00 - Demo of the Mem0 MCP Server (Template for You)

07:22 - Introducing the Python MCP Server Template

10:53 - Basics of an MCP Server

13:11 - Using AI Coding Assistants to Build MCP Servers

15:36 - MCP Server Template Deep Dive (Code Walkthrough)

21:02 - Demystifying the MCP Transport Options

24:10 - Running Our Mem0 MCP Server

25:49 - Demo of Our Mem0 MCP Server

27:23 - Outro

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