The ULTIMATE Guide to Building Your Own MCP Servers (Free Template)

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.

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MCP Server Template (Mem0 MCP):

https://github.com/coleam00/mcp-mem0

MCP Python SDK:

https://github.com/modelcontextprotoc...

Official MCP Documentation:

https://modelcontextprotocol.io/intro...

MCP Servers GitHub:

https://github.com/modelcontextprotoc...

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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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Join me as I push the limits of what is possible with AI. I'll be uploading videos at least two times a week - Sundays and Wednesdays at 7:00 PM CDT!