iflow-mcp_tihado-vidzly 0.1.1
Vidzly - AI-powered short video creator with MCP support
Requires Python: <4.0,>=3.11

---
title: Vidzly
short_description: Transform raw footage into viral-ready content in seconds.
thumbnail: https://cdn.tihado.com/app.png
emoji: 🎬
colorFrom: blue
colorTo: purple
sdk: docker
app_port: 7860
pinned: false
tags:
  - mcp-in-action-track-creative
  - building-mcp-track-creative
  - video-editor
  - mcp-server
  - gradio
  - gemini
  - elevenlabs
  - gradio-mcp
---

<p align="center">
  <img src="https://cdn.tihado.com/app.png" alt="Vidzly Logo"/>
</p>

# 🎬 Vidzly - Your AI-Powered Short Video Creator

> **Transform raw footage into viral-ready content in seconds. No skills required. No expensive gear needed. Just your vision and our AI.**

## ✨ What is Vidzly?

Vidzly is an intelligent automation platform that revolutionizes short-form video creation. Whether you're a micro-influencer, content creator, or business owner, Vidzly transforms your raw clips into polished, engaging videos that stop the scroll.

<p align="center">
  <a href="https://youtu.be/UhRdQ-ab6M4" target="_blank">▶️ Watch on YouTube</a>
</p>

<p align="center">
  <a href="https://www.linkedin.com/posts/hanh-thi-hong-tran-0b886212a_vidzly-gradio-agents-mcp-hackathon-2025-activity-7400634801017393152-9aNo?utm_source=share&utm_medium=member_desktop&rcm=ACoAAB_OdAwB8VCwwp8RwXKLDvqpabxGKNKzGSM" target="_blank">💼 View on LinkedIn</a>
</p>

### 🚀 Why Vidzly?

- **Zero Learning Curve**: No video editing skills? No problem. Use our intuitive web interface.
- **AI-Powered Magic**: Advanced AI handles video analysis, cutting, transitions, music generation, and thumbnail creation automatically.
- **Lightning Fast**: What takes hours in traditional editing software takes minutes with Vidzly.
- **Professional Quality**: Get studio-quality results without the studio price tag.
- **MCP Tools Integration**: All tools are available as MCP (Model Context Protocol) tools for AI agent integration.

### 🎯 Perfect For

- 📱 Micro-influencers building their social media presence
- 🎨 Content creators who want to focus on creativity, not editing
- 💼 Small businesses creating marketing content
- 🎓 Educators making engaging educational clips
- 🎪 Anyone who wants to create stunning videos effortlessly

## 🎬 How It Works

1. **Upload Your Raw Footage** - Drop your clips through the Gradio web interface
2. **Describe Your Vision** - Optionally provide a description of the mood, style, or vibe you want
3. **AI-Powered Parallel Processing** - Our optimized workflow processes your videos efficiently using parallel execution:
   - **Parallel Video Analysis**: All videos are analyzed concurrently using Google Gemini AI to understand content, mood, and key moments
   - **Script Generation**: Creates intelligent composition scripts with scene sequences, transitions, and timing
   - **Parallel Asset Creation**: Music generation and frame extraction run simultaneously to save time
   - **Thumbnail Generation**: Creates engaging thumbnails with AI-generated text and stickers
   - **Video Composition**: Combines clips, music, and thumbnail into a polished final video with smooth transitions
4. **Get Your Masterpiece** - Receive a polished video with thumbnail overlay on the first frame

## 🛠️ Available Tools

Vidzly provides a comprehensive suite of MCP tools accessible through a Gradio web interface:

- 🎥 **Video Summarizer**: Uses Google Gemini AI to analyze video content and generate detailed summaries including key scenes, detected objects, mood tags, and recommended thumbnail timestamps
- ✂️ **Video Clipper**: Extract specific segments from videos by specifying start and end times
- 🖼️ **Frame Extractor**: Extract representative frames from videos, with AI-powered selection or manual timestamp specification
- 🎨 **Thumbnail Generator**: Automatically generate engaging thumbnails with AI-generated text and stickers based on video frames and summaries
- 🎬 **Video Composer**: Combine multiple video clips with transitions (fade, crossfade, cut) and optional background music according to a JSON script. Supports optional thumbnail image overlay on the first frame
- 🎵 **Music Selector**: Generate background music and sound effects using ElevenLabs API based on mood, style, duration, BPM, and other parameters

## 🏗️ Architecture

- **Web Interface**: Built with Gradio (with MCP server support)
- **Parallel Workflow Engine**: Optimized tool orchestration with parallel execution for maximum performance:
  - **Concurrent Video Analysis**: Multiple videos analyzed simultaneously using ThreadPoolExecutor
  - **Intelligent Script Generation**: AI-powered scene planning with automatic timestamp validation
  - **Parallel Asset Creation**: Music generation and frame extraction run concurrently
  - **Smart Video Composition**: Validates and corrects timestamps, handles transitions, and ensures accurate durations
- **AI Integration**: Google Gemini for video understanding, analysis, script generation, and thumbnail creation
- **Audio Generation**: ElevenLabs API for music and sound effect generation
- **Video Processing**: MoviePy for video editing, clipping, and composition with duration validation
- **Image Processing**: OpenCV and Pillow for frame extraction and thumbnail generation
- **Testing**: Comprehensive pytest test suite with unit and integration tests

## 👥 Team

**Team Name:** Vidzly

**Team Members:**

- 🐮 Hồng Hạnh - [@tthhanh](https://huggingface.co/tthhanh) - AI Engineer
- 🐔 Việt Tiến - [@tiena2cva](https://huggingface.co/tiena2cva) - AI Engineer
- 🐻 Nhật Linh - [@Nlag](https://huggingface.co/NLag) - AI Engineer
- 🐰 Phương Nhi - [@Daphneee17](https://huggingface.co/Daphneee17) - AI Engineer

## Setup

This project uses [Poetry](https://python-poetry.org/) for dependency management.

### Installing Poetry

If you don't have Poetry installed, you can install it using:

```bash
curl -sSL https://install.python-poetry.org | python3 -
```

Or on macOS with Homebrew:

```bash
brew install poetry
```

### Installing Dependencies

Once Poetry is installed, install the project dependencies:

```bash
poetry install
```

This will create a virtual environment and install all dependencies specified in `pyproject.toml`.

### Activating the Virtual Environment

To activate the Poetry virtual environment:

```bash
poetry shell
```

Alternatively, you can run commands within the virtual environment without activating it:

```bash
poetry run <command>
```

### Adding Dependencies

To add a new dependency:

```bash
poetry add <package-name>
```

To add a development dependency:

```bash
poetry add --group dev <package-name>
```

### Removing Dependencies

To remove a dependency:

```bash
poetry remove <package-name>
```

### Updating Dependencies

To update all dependencies to their latest compatible versions:

```bash
poetry update
```

### Code Formatting with Black and Lefthook

This project uses [Black](https://black.readthedocs.io/) for code formatting and [Lefthook](https://github.com/evilmartians/lefthook) for git hooks to automatically format code before commits.

After installing dependencies, set up lefthook:

```bash
poetry run lefthook install
```

This will install git hooks that will:

- **Before commit**: Automatically format staged Python files with Black
- **Before push**: Check that all Python files in `src/` and `tests/` are properly formatted

To manually format code:

```bash
poetry run black src/ tests/
```

To check formatting without making changes:

```bash
poetry run black --check src/ tests/
```

### Setting Up Environment Variables

Create a `.env` file in the root directory and add your environment variables.

```bash
GOOGLE_API_KEY=your_google_api_key
ELEVENLABS_API_KEY=your_elevenlabs_api_key
```

**Note**: The application uses Google Gemini API for AI-powered video analysis and script generation.

### Running the Application

Start the Gradio web interface:

```bash
poetry run python src/app/app.py
```

This will launch a web interface with:

- **Vidzly Tab**: Project introduction and overview
- **MCP Tools Tab**: Access to all 6 video processing tools

The application runs with MCP server support, allowing AI agents to interact with the tools programmatically.

## Testing

This project includes comprehensive unit and integration tests. See [tests/README.md](tests/README.md) for detailed testing documentation.

### Running Tests

Run all tests:

```bash
poetry run pytest
```

Run with coverage:

```bash
poetry run pytest --cov=src/app/tools --cov-report=html
```

Run specific test file:

```bash
poetry run pytest tests/test_video_summarizer.py
```

### Test Structure

- **Unit Tests**: Mocked tests for input validation, error handling, and logic
- **Integration Tests**: Real video file tests for actual functionality
- All tools have corresponding test files in the `tests/` directory

## Technology Stack

- **Python 3.12+**: Core language
- **Gradio 6.0+**: Web interface with MCP support
- **Sequential Workflow**: Step-by-step tool orchestration for video processing
- **Google Gemini API**: Video understanding, analysis, script generation, and thumbnail creation
- **ElevenLabs API**: Music and sound effect generation
- **MoviePy 2.2.1**: Video editing, composition, and image overlay
- **OpenCV 4.12+**: Video processing and frame extraction
- **Pillow 11**: Image processing for thumbnails
- **Poetry**: Dependency management
- **pytest**: Testing framework