mcpserver.so LogoMCPFly
Submit
Prefect MCP Server logo

Prefect MCP Server

by fortunto2

Development/ToolsPrefectServerCursor IDEuvxPython

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.

View on GitHub

Last updated: N/A

What is Prefect MCP Server?

This is a Prefect Model Context Protocol (MCP) server configuration built using the prefect-mcp-server package and designed to run reliably using uvx. It's specifically configured for use with the Cursor IDE to provide contextual help and guidance when working with Prefect MCP.

How to use Prefect MCP Server?

First, ensure you have Python 3.9+, a virtual environment tool like uv, and Prefect 3 installed. Then, create and activate your virtual environment and install prefect-mcp-server using uv pip install -U prefect-mcp-server. Configure the server via the .cursor/mcp.json file and set necessary environment variables like PREFECT_API_URL. Finally, start the server using uv run <script> or let Cursor IDE invoke it automatically.

Key features of Prefect MCP Server

  • Reliable server execution via uvx

  • Configuration tailored for Cursor IDE

  • Integration with Prefect 3

  • Uses Model Context Protocol (MCP)

  • Includes Cursor Rules for contextual help

Use cases of Prefect MCP Server

  • Providing contextual help and guidance in Cursor IDE when working with Prefect MCP

  • Running a reliable Prefect MCP server in a development environment

  • Integrating Prefect workflows with MCP clients

  • Developing and testing Prefect integrations with Cursor IDE

FAQ from Prefect MCP Server

What is Prefect MCP?

Prefect MCP stands for Prefect Model Context Protocol. It's a protocol for providing contextual information about models and workflows.

What is uvx?

uvx is used to ensure the server uses the exact package version installed via uv pip install, providing enhanced reliability and consistency.

How do I configure the server?

The server is configured via the .cursor/mcp.json file. You can also set environment variables in a .env file.

Where can I find more documentation?

Detailed documentation is available in the docs/prefect_mcp_documentation.md file, as well as the Prefect and MCP documentation websites.

What are Cursor Rules?

Cursor Rules, located in the .cursor/rules/ directory, provide contextual help and guidance when working with Prefect MCP in the Cursor IDE.