MCP Florence2
M

MCP Florence2

MCP Image Processing Service Based on Florence-2
2.5 points
7.1K

What is the Florence-2 MCP Server?

The Florence-2 MCP Server is a multi-functional image processing tool based on the large Florence-2 model. It can extract text from images through OCR and generate descriptive labels for images.

How to use the Florence-2 MCP Server?

Users can upload image files or URLs through simple command-line operations, and the server will automatically perform OCR recognition or generate image descriptions.

Applicable Scenarios

Suitable for scenarios that require processing a large number of image files, such as document scanning, book OCR, image analysis, etc.

Main Features

OCR Text Extraction
Supports OCR processing of image files or URLs to extract the text content.
Image Description Generation
Automatically generates descriptive labels for images to facilitate further analysis and understanding of image content.
Advantages
Efficiently process image files and URLs
Support multiple file formats, such as JPG, PNG, PDF, etc.
Limitations
May affect OCR accuracy for images with complex backgrounds
Requires a certain network bandwidth to support remote file loading

How to Use

Install the Server
Clone the project repository and install the dependencies according to the instructions.
Configure the MCP Client
Adjust the configuration file according to the client type (such as Claude Desktop or Goose CLI).
Run the Processing Command
Execute the OCR or image description generation command.

Usage Examples

OCR Text Extraction
Extract text content from an image file.
Image Description Generation
Generate descriptive labels for an image.

Frequently Asked Questions

How to enable the Florence-2 MCP Server in Claude Desktop?
Does OCR processing support multiple languages?

Related Resources

Project Repository
Source code and documentation address.
Official Documentation
Official getting-started guide for the MCP protocol.

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "florence-2": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/jkawamoto/mcp-florence2",
        "mcp-florence2"
      ]
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

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