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prefect-mcp-server

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MCP server for interacting with the Prefect API

7 stars PythonOthers Updated Oct 10, 2025

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Prefect MCP Server

This repository provides a Prefect MCP server configuration using the `prefect-mcp-server` package with a reliable running mechanism via `uvx`. The configuration is tailored for use with the Cursor IDE.

Prerequisites

  • Python 3.9 or newer.
  • A preferred virtual environment tool (such as uv) for managing Python environments.
  • Prefect 3 (see Prefect Documentation for installation instructions).

Installation

Create and activate your virtual environment, then install Prefect MCP Server:

bash
uv venv --python 3.12 && source .venv/bin/activate
uv pip install -U prefect-mcp-server

Configuration

The server is configured via the `.cursor/mcp.json` file. The updated configuration is as follows:

json
{
  "mcpServers": {
    "prefect": {
      "command": "uvx",
      "args": [
        "prefect-mcp-server"
      ],
      "env": {}
    }
  }
}

This configuration ensures that the server uses the `uvx` command with the exact package version installed via `uv pip install`. This approach provides enhanced reliability and consistency in your development environment.

Environment Variables

Set the following environment variables to configure your Prefect environment. You can create a file named `.env` in the project root with entries such as:

bash
PREFECT_API_URL=http://localhost:4200/api

Additionally, if needed, set other environment variables like `PREFECT_API_KEY` to authenticate with your Prefect server or Prefect Cloud.

Running the Server

To start the server, you can run the following command:

bash
uv run

Alternatively, if you are using the Cursor IDE with its configuration, the server will be automatically invoked with the command specified in `.cursor/mcp.json`.

Documentation

Detailed documentation on the Prefect MCP Server functionality and usage is available in the docs/prefect_mcp_documentation.md file. The documentation includes:

  • Complete list of available tools and their parameters
  • Instructions for installation and configuration
  • Examples of usage with different MCP clients
  • Prefect 3.0 compatibility information

Cursor Rules

This repository includes Cursor Rules for working with the Prefect MCP Server, located in the `.cursor/rules/` directory. These rules provide contextual help and guidance when working with Prefect MCP in the Cursor IDE.

Additional Information

  • For further details on Prefect installation and usage, please refer to the Prefect Documentation.
  • For information about the Model Context Protocol (MCP), see the MCP Documentation.
  • Use `uv run` for running scripts within the configured environment as recommended by Cursor.

Happy coding!

Frequently asked questions

What is prefect-mcp-server?

prefect-mcp-server is MCP server for interacting with the Prefect API

How do I install prefect-mcp-server?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is prefect-mcp-server open source?

Yes — it is hosted on GitHub at https://github.com/fortunto2/prefect-mcp-server and has 7 stars.

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