Orchestrate workflows with Prefect and serve context with FastMCP. Open-source. Production-ready.

Prefect is an open-source orchestration engine that turns your Python functions into production-grade data pipelines with minimal friction. You can build and schedule workflows in pure Python—no DSLs …

Prefect Cloud simplifies the creation & management of complex data pipelines for efficient workflow automation with enterprise-grade security, governance, and scale.

Self-hosted workflow orchestration with Prefect open source. Run Python code as-is with full infrastructure control. Production-ready and flexible.

Mar 4, 2024 · You can install and run Prefect via Windows PowerShell, the Windows Command Prompt, or conda. After installation, you may need to manually add the Python local packages Scripts folder …

Jun 26, 2024 · Providing new ways to help data teams write resilient code, automate with flexibility, and run on efficiently provisioned resources with Prefect 3.0.

from prefect import task @task(name="hello-task", description="This task says hello.") def my_task(): print("Hello, I'm a task")

Learn why engineering teams are choosing Prefect over Airflow. 60-70% cost savings, Python-first simplicity, and hybrid architecture that keeps your data in your infrastructure.

Prefect is a workflow orchestration tool that helps you build, deploy, run, and monitor data pipelines. It makes complex workflows reliable by tracking dependencies and handling failures gracefully.

Dec 10, 2025 · Latest articles on workflow orchestration, data engineering best practices, and real-world implementation stories from teams using Prefect.