Stamp it
An MCP server that adds full-screen text or image watermarks to images with intelligent color adaptation and multi-language support.
README
🎯 Stamp it - Apply a full-screen watermark to an image
A professional image watermarking service built with FastMCP, supporting both text and image watermarks with intelligent color adaptation.
中文文档 | English
✨ Key Features
- 🖼️ Dual Watermark Modes: Support for both text and image watermarks
- 📂 Local File Processing: Professional local image file handling
- 🎨 Smart Adaptive Colors: Automatic color selection based on image brightness
- 📐 Tilted Watermark Effects: Customizable angle tilting (default 30° upward right)
- 🌍 Multi-language Support: Chinese, English, Japanese, Korean and more
- 🎯 High-density Coverage: Complete coverage of every corner with no gaps
- 💎 High Definition: BICUBIC resampling for smooth edges
- 📁 Smart Saving: Auto-save in the same directory as original image
- ⚡ Performance Optimized: Font caching, intelligent scaling, memory management
- 🛠️ Rich Format Support: Supports 7 common image formats
📖 Usage
MCP Client Configuration
Cherry Studio (Recommended)
-
Open Cherry Studio Settings
- Go to Settings → MCP Servers
- Click "Add Server"
-
Configure MCP Server

-
Save and Connect
- Click "Save" to add the server
- The server will automatically connect
- You can now use the watermark tools in Cherry Studio

Cursor
-
Open Cursor Settings
- Use shortcut
Cmd+,(Mac) orCtrl+,(Windows/Linux) - Or click Settings → Preferences
- Use shortcut
-
Configure MCP Server
- Find "MCP Servers" configuration option
- Add the following configuration:
{
"mcpServers": {
"stampit": {
"command": "uvx",
"args": [
"mcp-stampit"
]
}
}
}
- Save and Restart
- Save the configuration file
- Restart Cursor for changes to take effect
- You can now use the watermark tools in Cursor
📦 Preview




🚀 Installation
Using uv (Recommended)
# Install dependencies
uv pip install fastmcp pillow
# Or install using project configuration
uv pip install -e .
Using pip
pip install fastmcp pillow
Start the MCP Server (Standalone)
python main.py
After the server starts, you will see output similar to:
╭─ FastMCP 2.0 ──────────────────────────────────────────────────────────────────╮
│ 🖥️ Server name: Stamp it - Apply a full-screen watermark to an image │
│ 📦 Transport: STDIO │
╰────────────────────────────────────────────────────────────────────────────────╯
Available MCP Tools
add_text_watermark - Text Watermark
Add intelligent text watermarks to images with multi-language support and adaptive colors.
Parameters:
image_path(str): Local image file pathwatermark_text(str): Watermark text contentangle(float, optional): Watermark tilt angle, default 30°
Usage Examples:
# Basic text watermark
add_text_watermark("/Users/photos/vacation.jpg", "My Copyright")
# Custom angle
add_text_watermark("./document.png", "Confidential", angle=45)
# Multi-language watermark
add_text_watermark("photo.jpg", "Copyright © 2024 All Rights Reserved")
add_image_watermark - Image Watermark
Add image watermarks to photos, supporting logos, signatures, and other images as watermarks.
Parameters:
image_path(str): Local image file pathwatermark_image_path(str): Watermark image file pathangle(float, optional): Watermark tilt angle, default 30°
Usage Examples:
# Add logo watermark
add_image_watermark("/Users/photos/product.jpg", "/Users/logos/company_logo.png")
# Custom angle logo watermark
add_image_watermark("photo.jpg", "signature.png", angle=0)
# Brand watermark
add_image_watermark("marketing_image.jpg", "brand_watermark.png", angle=15)
🎨 Watermark Features
📝 Text Watermark Features
-
Smart Color Adaptation
- Bright images: Automatically use dark watermarks (RGB 20,20,20)
- Dark images: Automatically use light/white watermarks (RGB 240,240,240)
- Medium brightness: Intelligently select optimal contrast colors
-
Multi-language Font Support
- Auto-detect and load system's best Chinese fonts
- Support for PingFang SC, Microsoft YaHei, SimHei, etc.
- Perfect display of Chinese, Japanese, Korean, and English
-
High-quality Rendering
- Font caching for improved performance
- BICUBIC resampling for smooth edges
- Centered rendering with excellent rotation effects
🖼️ Image Watermark Features
- Smart Scaling: Auto-scale to appropriate size (default 15%)
- Opacity Control: Automatic opacity adjustment without affecting original image
- Aspect Ratio Preservation: Maintain watermark image aspect ratio
- High-quality Scaling: Use LANCZOS algorithm for clarity
🎯 Layout Algorithm
- Complete Coverage: Start from outside image boundaries for 100% coverage
- Staggered Arrangement: Odd-even row offset for more natural visual effect
- Dense Distribution: Optimized spacing algorithm, 40% higher density than traditional methods
- Edge Handling: Complete watermark coverage in all four corners
📁 File Output
Save Rules
- Save Location: Auto-save in the same directory as original image
- Naming Convention: Original filename +
_watermark+ extension - Format Preservation: Maintain original image format and quality
- Optimized Saving: Enable compression optimization to reduce file size
Output Examples
Input: /Users/photos/vacation.jpg
Output: /Users/photos/vacation_watermark.jpg
Input: ./designs/logo.png
Output: ./designs/logo_watermark.png
Input: document.pdf.png
Output: document.pdf_watermark.png
🛠️ Supported Image Formats
| Format | Extensions | Read | Save | Transparency | Optimized |
|---|---|---|---|---|---|
| JPEG | .jpg, .jpeg | ✅ | ✅ | ❌ | ✅ |
| PNG | .png | ✅ | ✅ | ✅ | ✅ |
| GIF | .gif | ✅ | ✅ | ✅ | ✅ |
| BMP | .bmp | ✅ | ✅ | ❌ | ✅ |
| TIFF | .tiff, .tif | ✅ | ✅ | ✅ | ✅ |
| WebP | .webp | ✅ | ✅ | ✅ | ✅ |
🌍 Multi-language Font Support
Supported Languages
- Chinese: Simplified & Traditional Chinese
- Japanese: ひらがな、カタカナ、漢字
- Korean: 한글 (Hangul)
- English: Latin character set
- Others: Most Unicode characters
Font Priority
macOS System:
- PingFang SC (Apple's default Chinese font)
- STHeiti Light (Chinese typography)
- Hiragino Sans GB (Winter Blue font)
- Arial Unicode (Universal Unicode font)
Windows System:
- Microsoft YaHei
- SimSun
- SimHei
Linux System:
- DejaVu Sans
- Liberation Sans
- Noto Sans CJK
- WenQuanYi Zen Hei
📂 Project Structure
stampit/
├── main.py # Main program and MCP server
├── pyproject.toml # Project configuration
├── README.md # English project documentation
├── README_CN.md # Chinese project documentation
├── uv.lock # Dependency lock file
└── LICENSE # License file
🧪 Quick Testing
Test Text Watermark
# 1. Start server
python main.py
# 2. Call in MCP client
add_text_watermark("path/to/your/image.jpg", "Test Watermark")
Test Image Watermark
# 1. Prepare a logo image
# 2. Call in MCP client
add_image_watermark("path/to/your/photo.jpg", "path/to/logo.png")
⚙️ Technical Details
Core Algorithms
- Brightness Calculation: Grayscale conversion + pixel average algorithm
- Color Adaptation: Four-tier classification system based on brightness thresholds
- Position Calculation: Staggered grid + edge offset algorithm
- Rendering Optimization: BICUBIC/LANCZOS resampling technology
Performance Optimization
- Font Caching: Avoid repeated font file loading
- Smart Scaling: Brightness calculation using 50x50 small images for speed
- Memory Management: Timely release of temporary layers and cache
- Batch Processing: Support for efficient batch image processing
Quality Assurance
- Edge Smoothing: Use high-quality resampling algorithms
- Color Fidelity: Preserve original image color space and mode
- Transparency Handling: Proper RGBA channel processing
- Format Compatibility: Smart conversion between different image formats
🔧 Advanced Configuration
You can adjust parameters by modifying the WatermarkConfig class:
class WatermarkConfig:
DEFAULT_FONT_SIZE = 36 # Default font size
DEFAULT_ANGLE = 30 # Default tilt angle
SPACING_X_FACTOR = 1.1 # Horizontal spacing multiplier
SPACING_Y_FACTOR = 0.9 # Vertical spacing multiplier
BRIGHTNESS_THRESHOLDS = { # Brightness thresholds
'very_bright': 180,
'medium': 120,
'dark': 60
}
Custom Parameter Suggestions
- Dense Watermarks: Lower spacing multipliers (0.8, 0.7)
- Sparse Watermarks: Higher spacing multipliers (1.5, 1.3)
- Large Fonts: Increase font size (48, 54)
- Small Fonts: Decrease font size (24, 30)
🎛️ Usage Tips
Text Watermark Tips
- Copyright Info: Use "© 2024 Company Name" format
- Multi-language: Mixed Chinese-English works better
- Angle Selection: 30° most natural, 45° more prominent, 0° for documents
Image Watermark Tips
- Logo Design: Use transparent background PNG format
- Size Control: Logo shouldn't be too large, recommend within 15% of original
- Color Matching: Choose logo colors with appropriate contrast to original image
💡 Best Practices
Batch Processing Recommendations
# Recommended batch processing method
images = ["photo1.jpg", "photo2.jpg", "photo3.jpg"]
watermark_text = "© 2024 My Company"
for image_path in images:
result = add_text_watermark(image_path, watermark_text)
print(result)
Performance Optimization Suggestions
- Use same font size in batches to leverage font caching
- Avoid frequent angle changes to reduce computational overhead
- Use small-sized image watermarks to improve processing speed
📄 License
This project is licensed under the Apache 2.0 License - see the LICENSE file for details.
🤝 Contributing
Issues and Pull Requests are welcome!
Contributing Guidelines
- Fork the project
- Create a feature branch
- Commit your changes
- Submit a Pull Request
📞 Technical Support
For questions or suggestions:
- Submit GitHub Issues
- Check project documentation
- Contact development team
🎉 Thank you for using Stamp it!
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