MCP大师课

MCP Masterclass 是一套免费的视频课程,通过从零构建名为 Scribe 的 MCP 服务器,系统讲解 Model Context Protocol 的开发、安全与部署,适合希望掌握 MCP 服务端开发和 AI 工具集成的开发者。

  • by genaiunplugged14
  • Python
  • 本地部署
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在 GitHub 查看 genaiunplugged14/mcp-masterclass

使用说明

MCP Masterclass

Code and checkpoints for the MCP Masterclass, a free video course in 4 modules and 30 lessons on the Model Context Protocol. You build one server, called Scribe, end to end on the MCP Python SDK v2: it starts by reading a draft out of Google Drive, learns to edit the real document, gets a guard and a memory, and ends up deployed off your laptop where other people can install it. The whole course runs on the free Claude Desktop plan.

Course hub: genaiunplugged.com/courses/mcp

Watch

The whole course is one video: the full course video, all 30 lessons in 2.5 hours with a chapter per lesson. The lesson pages on the course site carry the video cued to the lesson, the full transcript, every code block, and the downloads.

Module Starts at
1. The Whole Idea 0:00
2. Your First Server 50:40
3. Make It Trustworthy 1:18:43
4. Ship It 1:50:52

Playlist: MCP Masterclass

Lessons

Module 1: The Whole Idea

Checkpoint: checkpoints/module-1/ or scribe-checkpoint-m1.zip

# Lesson
1 What you will have by the end read
2 What MCP is read
3 Get your machine ready read
4 Give your helper a key to your Drive read
5 The obvious ways, and where each one dies read
6 Why MCP exists: M times N became M plus N read
7 Host, Client, Server read
8 Tools, Resources and Prompts read
9 MCP versus API versus CLI read
10 Module 1 recap read

Module 2: Your First Server

Checkpoint: checkpoints/module-2/ or scribe-checkpoint-m2.zip

# Lesson
11 The read-only wall read
12 Your first MCP server: the tool that edits read
13 Prove it changed the real document read
14 Let Claude see the whole folder read
15 Module 2 recap read

Module 3: Make It Trustworthy

Checkpoint: checkpoints/module-3/ or scribe-checkpoint-m3.zip

# Lesson
16 The quiet mistake read
17 A fence, and a question before the write read
18 Try to break your own server read
19 Why every chat starts at zero read
20 Give it a memory read
21 Assignment: a tool that finds a past decision read
22 Assignment solution read
23 Module 3 recap read

Module 4: Ship It

Checkpoint: checkpoints/module-4/ or scribe-checkpoint-m4.zip

# Lesson
24 The last manual step read
25 Add Substack: a whole new service, the same 5 steps read
26 Draft to published, end to end read
27 Off the laptop: the pipe and the web address read
28 Deploy it, and publish it so others can install it read
29 Module 4 recap read
30 What you have, what breaks next, where to go read

Checkpoints

Each module has a checkpoint holding the files you need at the start of it, so a bad afternoon in the previous module never ends the course. The folders under checkpoints/ are the same files as the zips on the course site, and checkpoints/README.md says what each one holds and which result line to expect from its checks. Grab the checkpoint at the start of the module, not after something breaks.

Getting started

You need:

  • Python 3.10 or newer
  • uv, or plain pip inside a virtual environment
  • Claude Desktop. A free account is enough.
  • A Google service account key, key.json, which lesson 4 walks you through. It is a password, so it is never in this repo and never will be.

Every requirements.txt pins the SDK to a range:

mcp[cli]>=2.1,<3

A lower bound alone is not a pin. The first version of this course said mcp>=1.0.0, which later resolved to version 2 and broke every sample it shipped with.

git clone https://github.com/genaiunplugged14/mcp-masterclass.git
cd mcp-masterclass/checkpoints/module-1

uv venv && source .venv/bin/activate     # or: python3 -m venv .venv && source .venv/bin/activate
uv pip install -r requirements.txt       # or: pip install -r requirements.txt

python3 verify_drive_access.py key.json

You want to see RESULT: read yes. change yes. create no. at the bottom. If a read fails you almost certainly missed the sharing step in lesson 4: sharing the Drive folder with the service account's email is what grants access, and roles set in the Cloud console do not.

Each checkpoint carries a verify_claude_config.py that checks whether Claude Desktop actually started the servers you configured, and a claude_desktop_config.json with /FULL/PATH/TO/scribe as a placeholder. Every path in it must be absolute, and Claude Desktop has to be fully quit and reopened after you edit it. That is the single most common reason a server does not appear.

Older course

The first version of this course was 8 Substack articles in 2025. Its code is kept under archive/2025-article-course/, fixed for SDK v2 and tagged article-course-2025. Two of those articles stay up as standalone reads; the archive README links them.

Questions and fixes

Open an issue if something does not work and say which lesson and which checkpoint. Pull requests are welcome, especially if you spot code that has drifted out of date.

Links: newsletter and the Claude Code Builder cohort on Maven.

License

MIT. Use this code in your own projects freely.