mkv-episode-matcher 1.1.3

The MKV Episode Matcher is a tool for identifying TV series episodes from MKV files and renaming the files accordingly.

MKV Episode Matcher

Automatically match and rename your MKV TV episodes using advanced speech recognition and subtitle matching.

✨ Key Features

• 🌐 Modern Web Interface: Premium React-based UI with glassmorphism design and dark mode
• 🤖 Advanced Speech Recognition: NVIDIA Parakeet ASR for highly accurate episode identification
• 🎯 Intelligent Matching: Multi-segment analysis with confidence scoring and fallback strategies
• ⬇️ Smart Subtitle Integration: Automatic subtitle downloads from OpenSubtitles with local caching
• ✨ Bulk Processing: Handle entire libraries with automatic series/season detection
• 📊 Real-time Progress: WebSocket-powered progress tracking with live updates
• ⚡ Performance Optimized: Caching, background model loading, and efficient processing
• 🐳 Docker Ready: Easy deployment via Docker or local execution

[!NOTE] First-Time Model Loading: The NVIDIA Parakeet ASR model takes approximately 60 seconds to load on first use. The web UI shows a "System Loading" indicator during this time. Subsequent operations reuse the cached model and are much faster.

Prerequisites

• Python 3.10-3.12
• FFmpeg installed and available in system PATH
• TMDb API key (optional, for episode matching)
• OpenSubtitles.com account (required for subtitle downloads)

🚀 Quick Start

1. Install MKV Episode Matcher

Option A: pip (Easiest for end users)

pip install mkv-episode-matcher

Option B: From Source with uv (For development/latest features)

First, install uv if you don't have it:

# Windows (PowerShell)
powershell -c "irm https://astral.sh/uv/install.ps1 | iex"

# macOS/Linux
curl -LsSf https://astral.sh/uv/install.sh | sh

Then clone and install:

git clone https://github.com/Jsakkos/mkv-episode-matcher.git
cd mkv-episode-matcher

# Basic installation
uv sync

# Or with CUDA support for GPU acceleration
uv sync --extra cu128

For complete installation options, see the Installation Guide.

2. Launch the Application

🌐 Web interface (Recommended) Launches the modern web interface in your default browser:

uv run python -m mkv_episode_matcher

Access the UI at http://localhost:8001

💻 CLI Mode For automation and advanced users:

python -m mkv_episode_matcher match "/path/to/your/show"

⚙️ Configuration Configuration is now managed directly through the web interface or via config files.

3. Build Standalone Executable

You can build a self-contained executable that bundles the backend and frontend:

uv run pyinstaller mkv_match.spec
# Output in dist/mkv-match/

🖥️ Web Interface Features

The new React-based interface provides:

• 🎨 Premium Design: Modern aesthetics with glassmorphism and smooth animations
• 📂 Visual File Browser: Intuitive navigation of your local file system
• ⏱️ Live Status: Real-time job tracking via WebSockets
• 📱 Responsive: Works identically on local machine or remote server access

Required API Keys:

• OpenSubtitles API Key: Required for subtitle downloads (Get one here)
• TMDb API Key: Optional, for enhanced episode metadata (Get one here)

OpenSubtitles Setup:

• Username and password (recommended for better rate limits)
• API key from the OpenSubtitles developer console

Directory Structure

MKV Episode Matcher expects your TV shows to be organized as follows:

Show Name/
├── Season 1/
│   ├── episode1.mkv
│   ├── episode2.mkv
├── Season 2/
│   ├── episode1.mkv
│   └── episode2.mkv

Reference Subtitle File Structure

Subtitle files that are not automatically downloaded using the --get-subs flag should be named as follows:

~/.mkv-episode-matcher/cache/data/Show Name/
├── Show Name - S01E01.srt
├── Show Name - S01E02.srt
└── ...

On Windows, the cache directory is located at C:\Users\{username}\.mkv-episode-matcher\cache\data\

Reference subtitle files should follow this naming pattern: {show_name} - S{season:02d}E{episode:02d}.srt

Contributing

1. Fork the repository
2. Create a feature branch (git checkout -b feature/amazing-feature)
3. Commit your changes (git commit -m 'Add amazing feature')
4. Push to the branch (git push origin feature/amazing-feature)
5. Open a Pull Request

License

Distributed under the MIT License. See LICENSE for more information.

Acknowledgments

• TMDb for their excellent API
• OpenSubtitles for subtitle integration
• All contributors who have helped improve this project

Documentation

Full documentation is available at https://jsakkos.github.io/mkv-episode-matcher/

Changelog

See CHANGELOG.md for a detailed list of changes.