Prefect MCP Server

Name: Prefect MCP Server
Author: fortunto2

@fortunto2

Repository

About Prefect MCP Server

MCP server for interacting with the Prefect API

#prefect #mcp-server #python

Basic information

Config

Add this server to your MCP-compatible client using the configuration below.

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

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is Prefect MCP Server?

Prefect MCP Server is a configuration that uses the prefect-mcp-server package to provide a Model Context Protocol server for Prefect, designed for use with the Cursor IDE. It relies on uvx for reliable execution and requires Prefect 3, Python 3.9+, and a virtual environment tool such as uv.

How to use Prefect MCP Server?

Install Prefect MCP Server by creating a virtual environment (e.g., uv venv --python 3.12 && source .venv/bin/activate) and running uv pip install -U prefect-mcp-server. Configure the server via the .cursor/mcp.json file with the command uvx and argument prefect-mcp-server. Set environment variables like PREFECT_API_URL and optionally PREFECT_API_KEY in a .env file. Start the server manually with uv run <script> or let Cursor IDE invoke it automatically from the configuration.

Key features of Prefect MCP Server

Integrates Prefect with the Model Context Protocol (MCP)
Configured for Cursor IDE via .cursor/mcp.json
Uses uvx for reliable package execution
Supports environment variables for API connection
Includes Cursor Rules for contextual assistance
Compatible with Prefect 3.0

Use cases of Prefect MCP Server

Manage Prefect workflows through MCP-compatible clients like Cursor IDE
Automate Prefect API interactions within an AI-assisted development environment
Use Prefect MCP tools and resources from any MCP host after configuration

FAQ from Prefect MCP Server

What are the prerequisites for Prefect MCP Server?

Python 3.9 or newer, a virtual environment tool (e.g., uv), and Prefect 3 installed. Refer to the Prefect documentation for installation instructions.

How do I configure the server for Cursor IDE?

Edit the .cursor/mcp.json file to include the command "uvx" with argument "prefect-mcp-server". No additional environment variables in that JSON are required; set them in a .env file instead.

How do I authenticate with Prefect Cloud or a Prefect server?

Set the PREFECT_API_KEY environment variable alongside PREFECT_API_URL to authenticate with your Prefect server or Prefect Cloud.

Does Prefect MCP Server work with other MCP clients?

The README focuses on Cursor IDE, but the server is a standard MCP server that can be used with any MCP client, as indicated by the general documentation.

Where can I find the full list of available tools and parameters?

Detailed documentation is provided in the docs/prefect_mcp_documentation.md file, which includes a complete list of tools, parameters, usage examples, and Prefect 3.0 compatibility information.