1. Conduid
  2. Developer Tools
  3. Lets Learn MCP Python
MCP server · Developer Tools

Lets Learn MCP Python

by · github.com/microsoft/lets-learn-mcp-python

MCP Python Tutorial

Unclaimed MIT last commit a year ago pythonaimcpdevtools
InstallView source
84Excellent

Scored 5 months ago · breakdown

About Lets Learn MCP Python

Lets Learn MCP Python is an MCP server published by microsoft in the Developer Tools category: mCP Python Tutorial.

The repository has 1.1K stars and 198 forks, with the last commit a year ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

From source
git clone https://github.com/microsoft/lets-learn-mcp-python

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Ask AI

✦

Ask AI about Lets Learn MCP Python

Powered by Claude · Grounded in docs

I know everything about Lets Learn MCP Python. Ask me about installation, configuration, usage, or troubleshooting.

Security checks

Static checks derived from the repository 14 hours ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • ✓License declaredUsable under a stated license.
  • !Tests presentNo tests found. Behaviour changes may go unnoticed between versions.
  • ✓Dependencies pinnedA lockfile pins dependency versions.
  • !No dynamic code executionSource scan found eval or shell execution. Review how tool inputs reach it before granting credentials.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

README

Let's Learn MCP with Python - Tutorial Series

A comprehensive guide to understanding and building Model Context Protocol (MCP) Servers for Python developers through interactive learning experiences.

Watch the video walkthrough on YouTube here: Let's Learn MCP Python Live

Code from the AI Engineer Paris Talk can be found here: Building MCP Servers for VS Code

What You'll Build

By the end of this tutorial series, you'll have:

  1. 🐍 Python Study Buddy App - An interactive console application that uses a custom MCP server to help developers learn Python concepts at beginner, intermediate, and expert levels
  2. 🧠 AI Research Learning MCP Server - Your own advanced MCP server that helps AI assistants find the latest AI/ML research papers, highlight top discoveries, and create personalized study plans

Tutorial Structure

Part 1: Setup and Core Concepts

⏱️ Time: 15-20 minutes

Set up your development environment and understand MCP fundamentals:

  • Install VS Code, Python 3.12+, and Python extension
  • Learn what Model Context Protocol is and why it matters
  • Understand the client-server architecture
  • Note for a more in depth 'Getting Started' with MCP Demo check out mcp-python-demo

Part 2: Using MCP Servers - Python Study Buddy

⏱️ Time: 20-35 minutes

Key Learning Objectives:

  1. Create a basic MCP server in Python
  2. Use prompts with MCP
  3. Use basic tools with MCP

Outcomes: Building an interactive Python learning companion:

  • Configure a custom Python Learning MCP server
  • Create Python models for learning concepts using dataclasses
  • Build an interactive study session with progress tracking
  • Generate personalized coding challenges and explanations
  • Understand how AI assistants can enhance learning experiences

Example of what you'll create:

🐍 Python Study Buddy - Interactive Learning Session
===================================================
Level: Intermediate
Topic: List Comprehensions
Progress: 3/10 concepts mastered

Challenge: Create a list comprehension that filters even numbers...
💡 Hint: Use the modulo operator (%) to check for even numbers
🎯 Your mission: Write code that demonstrates understanding!

Continue to: Part 2: Python Study Buddy →

Part 3: Building Your Own MCP Server - AI Research Learning Hub

⏱️ Time: 20-35 minutes

Key Learning Objectives:

  1. Find and use external MCP servers
  2. Add resources with MCP
  3. Automate Tasks with MCP

Outcomes: Build an advanced MCP server that helps you keep up with the latest AI Research:

  • Create an AI/ML research paper discovery service
  • Implement tools for finding trending papers and breakthroughs
  • Build personalized study plan generation capabilities
  • Create intelligent content summarization and ranking
  • Store daily AI Research Learning Notes in a Github Repo

What you'll build:

  • search_research_papers() - Find latest AI/ML research by topic
  • get_trending_papers() - Discover what's hot in AI research
  • create_study_plan() - Generate personalized learning roadmaps
  • summarize_paper() - Create digestible summaries of complex research
  • track_learning_progress() - Monitor study achievements and goals
  • send_research_learning() - Send study daily study note to the user

Continue to: Part 3: AI Research Learning Hub →

Quick Start

If you're ready to dive in immediately:

1. Visual Studio Code

  • Download and install VS Code
  • Essential for MCP development and integration

2. Python 3.12+

  • Install Python 3.12 or later from Python.org
  • Verify installation: python --version or python3 --version
  • Ensure pip is installed: pip --version or pip3 --version

3. Python Extension for VS Code

  • Install the Python extension
  • Provides comprehensive Python development support
  • Includes IntelliSense, debugging, and virtual environment management

4. Install UV

To install UV, run the following command in the terminal:

pip install uv

5. Create Virtual Environment

# Using venv (recommended)
python -m venv mcp-env

# Activate on macOS/Linux
source mcp-env/bin/activate

# Activate on Windows
mcp-env\Scripts\activate

6. Install packages

uv sync --active

6. Walk through the core concepts in the terminal

python part-1-concepts.py

7. Build your first MCP app

  1. Choose your path:

Additional Resources

Contributing

This tutorial is open source! Feel free to:

  • 🐛 Submit improvements and corrections
  • 💡 Add more examples and use cases
  • 🤝 Share your own MCP server implementations
  • 💬 Help others in the discussions

Happy learning! 🐍🧠

README fetched from the repository 14 hours ago. The original is authoritative.

Questions

About Lets Learn MCP Python

How do I install Lets Learn MCP Python?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Lets Learn MCP Python safe to use with an AI agent?

Its trust score is 84 out of 100 (excellent). It passes 3 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Lets Learn MCP Python still maintained?

The last commit was a year ago and 3 open issues. That's long enough that you should check whether the maintainer is responding to issues before depending on it.