Omni MCP Server

An MCP server for automatic license plate recognition

Local serverstdioPython

What is the Omni MCP Server?

An MCP server for automatic license plate recognition

What the server does

  • Decoupling. — Your main application can be in any programming language. It doesn't need to be tangled up with Python
  • Multiple Interfaces. — You aren't locked into one way of communicating. You can use a standard REST API from any
  • Ready-to-Deploy. — You don't have to build it from scratch. There are pre-built Docker images that are easy to
  • Hardware Acceleration. — The server is optimized for the hardware you have. It supports generic CPUs (ONNX), Intel
  • Asynchronous I/O. — It's built on Starlette, which means it has high-performance, non-blocking I/O. It can handle
  • Scalability. — Because it's a separate service, it can be scaled independently of your main application. If you

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Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
list_modelsLists the available detector and OCR models.
recognize_plateRecognizes text from a pre-cropped license plate image.
detect_and_recognize_plateDetects and recognizes all license plates in a full image.
recognize_plate_from_pathRecognizes text from a pre-cropped license plate image at a given path.
detect_and_recognize_plate_from_pathDetects and recognizes plates in a full image at a given path.

How to install the Omni MCP Server

{
    "mcpServers": {
        "omni-lpr-local": {
            "url": "http://127.0.0.1:8000/mcp/"
        }
    }
}

Configuration as documented by the project. Restart the client after saving.

Example prompts to try

  • “Use Omni to list models.”
  • “Use Omni to recognize plate.”
  • “Use Omni to detect and recognize plate.”

Frequently asked questions

An MCP server for automatic license plate recognition Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.