mcp-quiz-generator
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@mcp-quiz-generatorCreate a multiple choice quiz from these notes"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
chinese README in here:
MCP Quiz Generator
A quiz generator server based on Model Context Protocol (MCP) that generates Markdown questions according to requirements and converts them into HTML and Word format quiz files.
Features
🎯 Support for multiple question types: single choice, multiple choice, true/false, short answer
📄 Generate interactive HTML quiz files
📝 Generate Word format quiz files (including answer key and student versions)
🔧 Based on MCP protocol, integrates with editors like Cursor, VSCode
⚡ Fast dependency management using uv
Related MCP server: AI Group Markdown to Word MCP Server
Supported Question Formats
Single Choice Questions
1. Which testing automation frameworks has MaxSoft developed?
- [x] IntelliAPI (Correct answer marked with [x])
- [ ] WebBot (Incorrect answer marked with [ ])
- [ ] Gauge
- [ ] SeleniumMultiple Choice Questions
2. Which testing automation frameworks has MaxSoft developed?
- [x] IntelliAPI (Multiple correct answers all marked with [x])
- [x] WebBot
- [ ] Gauge (Incorrect answer marked with [ ])
- [ ] SeleniumTrue/False Questions
3. MaxSoft is a software company.
- (x) True (Correct answer marked with (x))
- ( ) False (Incorrect answer marked with ( ))Short Answer Questions
4. Who is the co-founder of MaxSoft?
- R:= Osanda (Answer marked with R:= followed by correct answer)Installation and Setup
Prerequisites
Python 3.10 or higher
uv package manager
Configuring MCP in Cursor/VSCode
Method 1: Using uvx (Recommended)
Create MCP configuration file:
In Cursor/VSCode, open MCP settings and add the following configuration:
{ "mcpServers": { "mcp-quiz-generator": { "command": "uvx", "args": ["mcp-quiz-generator" , "--output-folder" , "{output-folder-path}"] } } }
Note: Replace {output-folder-path} with the storage path for generated files.
Method 2: Using Python directly
First ensure dependencies are installed:
uv syncAdd to MCP configuration:
{ "mcpServers": { "mcp-quiz-generator": { "command": "/path/to/mcp-quiz-generator/.venv/bin/python", "args": ["run", "mcp-quiz-generator" , "--output-folder" , "{output-folder-path}"] } } }
Note: Replace {output-folder-path} with the storage path for generated files.
Tool Parameters
markdown_content: Quiz content in Markdown formatformat_type: Output format"html": Generate HTML file only"word": Generate Word file only"both": Generate both HTML and Word files (default)
custom_filename: Custom filename (optional, without extension)
Output Files
If the --output-folder parameter is not used, generated files will be saved in the data/ directory by default:
HTML file: Interactive quiz with online answering support

Word files:

*_quiz.docx: Student version (without answers)*_answer_key.docx: Teacher version (with answers and markings)
Project Structure
mcp-quiz-generator/
├── src/
│ └── quiz_mcp/
│ ├── __init__.py
│ ├── server.py # MCP server main file
│ └── app/ # Application module directory
│ ├── extensions/ # Markdown extensions
│ └── static/ # Static resource files
├── data/ # Output file directory (default)
├── pyproject.toml # Project configuration
├── uv.lock # Dependency lock file
└── README.md # Project documentationTroubleshooting
Common Issues
uv command not found
Ensure uv is properly installed and added to PATH
Restart terminal or editor
MCP server connection failed
Check if paths in configuration file are correct
Ensure virtual environment is created:
uv syncCheck editor's MCP logs for detailed error information
Generated file format is incorrect
Check if Markdown content follows specified format
Ensure options have correct indentation (4 spaces)
--output-folder Parameter Description
The --output-folder parameter is used to specify the output directory for generated quiz files.
Syntax:
uv run mcp-quiz-generator --output-folder <directory-path>Parameter Description:
<directory-path>: Specifies the directory path for output filesDefault value:
data(if this parameter is not specified, files will be saved todata/directory)If the specified directory doesn't exist, the program will create it automatically
Usage Examples:
# Use default output directory (data/)
uv run mcp-quiz-generator
# Specify custom output directory
uv run mcp-quiz-generator --output-folder ./my_quizzes
# Specify absolute path
uv run mcp-quiz-generator --output-folder /home/user/quiz_files
# Specify relative path
uv run mcp-quiz-generator --output-folder ../outputUsage Example
Complete Conversation Example: Generating Prompt Engineering Quiz
Here's a complete usage example showing how to generate a quiz about Prompt Engineering through an AI assistant:
User Question:
Q: give me some quiz about Prompt Engineering then generate word and html fileAI Assistant Response:
Of course, I can generate a quiz about Prompt Engineering for you. Here are a few questions. I will then use a tool to generate the Word and HTML files.
Here is the quiz content:
#### Single Choice Questions
1. What is a core principle of prompt engineering?
- Using the shortest prompt possible.
- Providing clear and specific instructions.
- Using complex vocabulary.
- Always asking for a single-word answer.
#### Multiple Choice Questions
1. Which of the following are common prompt engineering techniques?
- Zero-shot prompting
- Few-shot prompting
- Chain-of-thought prompting
- Random word generation
#### True/False Questions
1. "Few-shot prompting" involves giving the model several examples before asking the final question.
- (x) True
- ( ) False
#### Short Answer Questions
1. What technique encourages a model to explain its reasoning step-by-step before giving a final answer?
- R:= Chain-of-thought prompting
Now, let me generate the files for you.
(mcp-quiz-generator : generate_quiz completed)
I have generated the quiz files for you in both Word and HTML formats. Here are the files that have been created:
- **HTML (Interactive Quiz):** `{output-folder-path}\Prompt_Engineering_Quiz.html`
- **Word (Quiz for students):** `{output-folder-path}\Prompt_Engineering_Quiz_quiz.docx`
- **Word (Answer Key):** `{output-folder-path}\Prompt_Engineering_Quiz_answer_key.docx`
Let me know if you need anything elseLicense
MIT License
Contributing
Issues and Pull Requests are welcome!
Reference
https://github.com/osandadeshan/markdown-quiz-generator
Changelog
v0.1.0
Initial release
Support for basic quiz generation functionality
Support for HTML and Word format output
MCP protocol integration
v0.1.1
Fix missing files from the app folder in the package
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