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

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:
uv venv --python 3.12 && source .venv/bin/activate
uv pip install -U prefect-mcp-serverConfiguration
The server is configured via the `.cursor/mcp.json` file. The updated configuration is as follows:
{
"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:
PREFECT_API_URL=http://localhost:4200/apiAdditionally, 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:
uv runAlternatively, 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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