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 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.

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.

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.

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 …

Dec 1, 2025 · Latest articles on workflow orchestration, data engineering best practices, and real-world implementation stories from teams using Prefect.

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

Defining automation for the context era. We build intelligent infrastructure that powers 100K+ mission critical workflows every minute for teams worldwide.

Prefect automatically performs type conversion of inputs using any provided type hints. Type hints provide a simple way to enforce typing on your flow parameters and can be customized with Pydantic.