A Model Context Protocol (MCP) server for YouTube operations
Project description
MCP YouTube Extractor
A Model Context Protocol (MCP) server for YouTube operations, demonstrating core MCP concepts including tools and logging.
Features
- MCP Server: A fully functional MCP server with:
- Tools: Extract information from YouTube videos including metadata and transcripts
- Comprehensive Logging: Detailed logging throughout the application
- Error Handling: Robust error handling with fallback logic for transcripts
- Multiple Transports: Supports both stdio and SSE (Server-Sent Events) protocols
- YouTube Integration: Built-in YouTube API capabilities:
- Extract video information (title, description, channel, publish date)
- Get video transcripts with intelligent fallback logic
- Support for both manually created and auto-generated transcripts
๐ฆ Available on PyPI
This package is now available on PyPI! You can install it directly with:
pip install mcp-youtube-extractor
Visit the package page: mcp-youtube-extractor on PyPI
Installation
Quick Start (Recommended)
The easiest way to get started is to install from PyPI:
pip install mcp-youtube-extractor
Or using pipx (recommended for command-line tools):
pipx install mcp-youtube-extractor
This will install the latest version with all dependencies. You can then run the MCP server directly:
mcp_youtube_extractor
Using uv (Development)
For development or if you prefer uv:
Installing uv
On Linux/macOS:
curl -LsSf https://astral.sh/uv/install.sh | sh
On Windows:
uv is written in Rust, so you'll need the Rust toolchain first.
-
Install Rust (Recommended Method)
- Visit this link or copy and paste it into your browser: ๐ https://win.rustup.rs/
- The installer (rustup-init.exe) will download automatically
- Run the installer and proceed with default options:
- This installs
cargo,rustc,rustup,rustdoc, etc. - After installation,
C:\Users\[username]\.cargo\binis automatically added to PATH
- This installs
-
Install uv from GitHub (Direct Method)
After Rust is installed, install uv with this command:
cargo install --git https://github.com/astral-sh/uv uv
This command fetches and builds the latest version of uv directly from the GitHub repository.
Setting up the project
Once uv is installed:
# Clone and install the project
git clone https://github.com/hwang2006/mcp-youtube-extractor.git
cd mcp-youtube-extractor
# Install dependencies (including dev dependencies)
uv sync --dev
# Set up your API key for development
cp .env.example .env
# Edit .env and add your YouTube API key
From source
-
Clone the repository:
git clone https://github.com/hwang2006/mcp-youtube-extractor.git cd mcp-youtube-extractor
-
Install in development mode:
uv sync --dev
Configuration
Environment Variables
For development, create a .env file in the project root with your YouTube API key:
# YouTube API Configuration
YOUTUBE_API_KEY=your_youtube_api_key_here
For production, set the environment variable directly in your system:
export YOUTUBE_API_KEY=your_youtube_api_key_here
Required:
YOUTUBE_API_KEY: Your YouTube Data API key (required for video metadata)
Getting Your YouTube API Key
To use this MCP server, you'll need a YouTube Data API key. Here's how to get one:
Step 1: Create a Google Cloud Project
- Go to the Google Cloud Console
- Click "Select a project" at the top of the page
- Click "New Project" and give it a name (e.g., "MCP YouTube Extractor")
- Click "Create"
Step 2: Enable the YouTube Data API
- In your new project, go to the API Library
- Search for "YouTube Data API v3"
- Click on it and then click "Enable"
Step 3: Create API Credentials
- Go to the Credentials page
- Click "Create Credentials" and select "API Key"
- Your new API key will be displayed - copy it immediately
- Click "Restrict Key" to secure it (recommended)
Step 4: Restrict Your API Key (Recommended)
- In the API key settings, click "Restrict Key"
- Under "API restrictions", select "Restrict key"
- Choose "YouTube Data API v3" from the dropdown
- Click "Save"
Step 5: Set Up Billing (Required)
- Go to the Billing page
- Link a billing account to your project
- Note: YouTube Data API has a free tier of 10,000 units per day, which is typically sufficient for most use cases
API Key Usage Limits
- Free Tier: 10,000 units per day
- Cost: $5 per 1,000 units after free tier
- Typical Usage:
- Getting video info: ~1 unit per request
- Getting transcripts: ~1 unit per request
- Most users stay well within the free tier
Security Best Practices
- Never commit your API key to version control
- Use environment variables as shown in the configuration section
- Restrict your API key to only the YouTube Data API
- Monitor usage in the Google Cloud Console
Usage
Running the MCP Server
Using PyPI Installation (Recommended)
# Install from PyPI
pip install mcp-youtube-extractor
# Run the server
mcp_youtube_extractor
Using Development Setup
# Using uv
cd mcp-youtube-extractor
uv run mcp_youtube_extractor
# Or directly
python -m mcp_youtube_extract.server
Direct Function Call (Quick Testing)
For quick testing or one-off extractions, you can call the YouTube extraction function directly using Python's -c flag:
Basic Usage
# Extract Rick Astley video (Never Gonna Give You Up)
cd mcp-youtube-extractor
uv run python -c "from dotenv import load_dotenv; load_dotenv(); from src.mcp_youtube_extract.server import get_yt_video_info; print(get_yt_video_info('dQw4w9WgXcQ'))"
With Error Handling
uv run python -c "
try:
from dotenv import load_dotenv
load_dotenv()
from src.mcp_youtube_extract.server import get_yt_video_info
result = get_yt_video_info('dQw4w9WgXcQ')
print(result)
except Exception as e:
print(f'Error: {e}')
"
Save Output to File
uv run python -c "
from dotenv import load_dotenv
load_dotenv()
from src.mcp_youtube_extract.server import get_yt_video_info
result = get_yt_video_info('dQw4w9WgXcQ')
with open('video_info.txt', 'w', encoding='utf-8') as f:
f.write(result)
print('Video information saved to video_info.txt')
"
Extract Multiple Videos
uv run python -c "
from dotenv import load_dotenv
load_dotenv()
from src.mcp_youtube_extract.server import get_yt_video_info
videos = ['dQw4w9WgXcQ', 'jNQXAC9IVRw', '9bZkp7q19f0']
for video_id in videos:
print(f'\\n=== Processing {video_id} ===')
try:
print(get_yt_video_info(video_id))
except Exception as e:
print(f'Error: {e}')
print('\\n' + '='*60)
"
Note: Replace 'dQw4w9WgXcQ' with any YouTube video ID you want to extract. The video ID is the part after v= in a YouTube URL (e.g., https://www.youtube.com/watch?v=dQw4w9WgXcQ).
Command Line Interface (CLI)
For more convenient command-line usage, you can use the included CLI script:
Basic Usage
# Extract full video information and transcript
uv run python yt_extract_cli.py dQw4w9WgXcQ
Advanced Options
# Get only video information (skip transcript)
uv run python yt_extract_cli.py dQw4w9WgXcQ --info-only
# Get only transcript (skip video info)
uv run python yt_extract_cli.py dQw4w9WgXcQ --transcript-only
# Save output to a file
uv run python yt_extract_cli.py dQw4w9WgXcQ --output video_info.txt
uv run python yt_extract_cli.py dQw4w9WgXcQ -o video_info.txt
# Combine options: save only video info to file
uv run python yt_extract_cli.py dQw4w9WgXcQ --info-only -o video_metadata.txt
CLI Help
# See all available options
uv run python yt_extract_cli.py --help
CLI Features:
- Flexible output: Choose video info only, transcript only, or both
- File output: Save results directly to a file
- Progress indicators: See what's happening during extraction
- Error handling: Clear error messages for troubleshooting
- Help system: Built-in help with
--helpflag
Transport Protocols
This MCP server supports two transport protocols:
stdio Transport (Default - Production Use)
- Best for: Claude Desktop integration and production deployments
- Configuration: Default transport when running
mcp_youtube_extractor - Usage: Communicates via standard input/output streams
- Integration: Works seamlessly with MCP clients like Claude Desktop
SSE Transport (Testing & Debugging)
- Best for: Development, testing, and debugging MCP servers
- Configuration: HTTP-based Server-Sent Events protocol
- Benefits:
- Easy testing with curl commands
- Real-time monitoring of server responses
- Web browser compatibility for quick checks
- Detailed debugging capabilities
For comprehensive SSE testing and debugging, see the detailed guide in mcp-sse-guide.md. This guide covers:
- Setting up SSE transport for testing
- Step-by-step MCP protocol handshake sequence
- Testing with curl commands and browser
- Troubleshooting common issues
- Transport protocol comparison and use cases
Quick SSE Testing Setup:
# Start server with SSE transport (modify server.py)
mcp.run(transport="sse") # Instead of mcp.run()
# Test with curl
curl -N -H "Accept: text/event-stream" http://127.0.0.1:8000/sse
Running Tests
# Run all pytest tests
uv run pytest
# Run specific pytest test
uv run pytest tests/test_with_api_key.py
# Run tests with coverage
uv run pytest --cov=src/mcp_youtube_extract --cov-report=term-missing
Note: The tests/ directory contains 4 files:
test_context_fix.py- Pytest test for context API fallback functionalitytest_with_api_key.py- Pytest test for full functionality with API keytest_youtube_unit.py- Unit tests for core YouTube functionalitytest_inspector.py- Standalone inspection script (not a pytest test)
Test Coverage: The project maintains excellent test coverage with comprehensive testing across all components:
- Core YouTube functionality thoroughly tested
- MCP protocol handling verified
- Error handling and fallback logic validated
- Professional development and testing workflow
Running the Inspection Script
The test_inspector.py file is a standalone script that connects to the MCP server and validates its functionality:
# Run the inspection script to test server connectivity and functionality
uv run python tests/test_inspector.py
This script will:
- Connect to the MCP server
- List available tools, resources, and prompts
- Test the
get_yt_video_infotool with a sample video - Validate that the server is working correctly
Using the YouTube Tool
The server provides one main tool: get_yt_video_info
This tool takes a YouTube video ID and returns:
- Video metadata (title, description, channel, publish date)
- Video transcript (with fallback logic for different transcript types)
Example Usage:
# Extract video ID from YouTube URL: https://www.youtube.com/watch?v=dQw4w9WgXcQ
video_id = "dQw4w9WgXcQ"
result = get_yt_video_info(video_id)
Client Configuration
To use this MCP server with a client, add the following configuration to your client's settings:
Using PyPI Installation (Recommended)
{
"mcpServers": {
"mcp_youtube_extractor": {
"command": "mcp_youtube_extractor",
"env": {
"YOUTUBE_API_KEY": "your_youtube_api_key"
}
}
}
}
Using Development Setup
{
"mcpServers": {
"mcp_youtube_extractor": {
"command": "uv",
"args": [
"--directory",
"<your-project-directory>",
"run",
"mcp_youtube_extractor"
],
"env": {
"YOUTUBE_API_KEY": "your_youtube_api_key"
}
}
}
}
Development
Project Structure
mcp-youtube-extractor/
โโโ src/
โ โโโ mcp_youtube_extract/
โ โโโ __init__.py
โ โโโ server.py # MCP server implementation
โ โโโ youtube.py # YouTube API utilities
โ โโโ logger.py # Logging configuration
โโโ tests/
โ โโโ __init__.py
โ โโโ test_context_fix.py # Context API fallback tests
โ โโโ test_inspector.py # Server inspection tests
โ โโโ test_with_api_key.py # Full functionality tests
โ โโโ test_youtube_unit.py # Unit tests for core functionality
โโโ logs/ # Application logs
โโโ dist/ # Built packages
โโโ yt_extract_cli.py # Command-line interface script
โโโ mcp-sse-guide.md # SSE transport testing guide
โโโ CHANGELOG.md # Version history
โโโ RELEASE-NOTES-v0.1.0.md # Release notes
โโโ .env.example # Environment variables template
โโโ .gitignore # Git ignore rules
โโโ .python-version # Python version specification
โโโ pyproject.toml # Project configuration
โโโ LICENSE # MIT License
โโโ uv.lock # UV package lock file
โโโ README.md
Testing Strategy
The project uses a comprehensive testing approach:
- Unit Tests (
test_youtube_unit.py): Test core YouTube functionality with mocked APIs - Integration Tests (
test_context_fix.py,test_with_api_key.py): Test full server functionality - Manual Validation (
test_inspector.py): Interactive server inspection tool - Transport Testing: SSE transport protocol testing guide (
mcp-sse-guide.md)
Error Handling
The project includes robust error handling:
- Graceful API failures: Returns appropriate error messages instead of crashing
- Fallback logic: Multiple strategies for transcript retrieval
- Consistent error responses: Standardized error message format
- Comprehensive logging: Detailed logs for debugging and monitoring
Building
# Install build dependencies
uv add --dev hatch
# Build the package
uv run hatch build
# Check package integrity
uv run twine check dist/*
Release Process
# 1. Update version in pyproject.toml
# 2. Update CHANGELOG.md
# 3. Run tests
uv run pytest tests/ -v
# 4. Build package
uv run hatch build
# 5. Upload to PyPI
uv run twine upload dist/*
# 6. Test installation
pip install mcp-youtube-extractor
# 7. Create release documentation
# 8. Commit and tag
git add .
git commit -m "Release v0.1.0"
git tag -a v0.1.0 -m "Release v0.1.0"
git push origin main --tags
Documentation
- README.md - Main project documentation (this file)
- CHANGELOG.md - Complete version history
- RELEASE-NOTES-v0.1.0.md - Latest release details
- mcp-sse-guide.md - Comprehensive guide for SSE transport protocol testing
- API Documentation - Inline documentation in source code
- Test Documentation - Testing strategy and coverage reports
Acknowledgments
This project is based on the original mcp_youtube_extract repository by sinjab. This enhanced version includes:
- Professional PyPI distribution as
mcp-youtube-extractor - Windows installation guide for uv and Rust toolchain
- SSE transport testing guide (
mcp-sse-guide.md) - Enhanced CLI interface with additional options
- Comprehensive transport protocol documentation
- Extended testing and debugging capabilities
- Professional release management with changelog and release notes
- Modern dependency management with latest security updates
Special thanks to the original author for creating the foundational MCP YouTube extraction framework.
License
This project is licensed under the MIT License - see the LICENSE file for details.
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
Getting Started
- Fork the repository
- Create a feature branch (
git checkout -b feature/amazing-feature) - Commit your changes (
git commit -m 'Add some amazing feature') - Push to the branch (
git push origin feature/amazing-feature) - Open a Pull Request
Development Workflow
- Setup:
uv sync --dev - Make changes: Edit code and tests
- Test:
uv run pytest tests/ -v - Build:
uv run hatch build - Verify:
uv run twine check dist/*
Support
If you encounter any issues or have questions, please:
- Check the CHANGELOG.md and RELEASE-NOTES-v0.1.0.md
- Review the existing issues
- Create a new issue with detailed information about your problem
- Include logs and error messages when applicable
- For SSE transport issues, refer to the
mcp-sse-guide.mdtroubleshooting section
Links
- GitHub Repository: https://github.com/hwang2006/mcp-youtube-extractor
- PyPI Package: https://pypi.org/project/mcp-youtube-extractor/
- Release Tags: https://github.com/hwang2006/mcp-youtube-extractor/releases
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