prefect-mcp-server
Active·★ 54·MIT·Updated 2026-10-20
This project provides an experimental MCP server that allows AI assistants and other MCP clients to interact with Prefect workflow automation resources. It enables monitoring, inspection, and management of Prefect deployments, runs, and work pools, facilitating intelligent debugging and automation.
#Prefect#Workflow Automation#Multi-Agent Communication#API Integration#Observability#Dev Tooling#Cloud Deployment#Python
01
Features
01Monitoring & Inspection of Prefect resources.
02Advanced querying of deployments, flow runs, and work pools.
03AI Assistant Integration for Prefect CLI usage.
04Intelligent Debugging and troubleshooting for workflow failures.
02
Compatibility
Python
Runtime
Verified via docs
Prefect
Integration
Verified via docs
FastMCP Cloud
Deployment
Verified via docs
MCP Clients
Client Protocol
Verified via docs
03
Quick start
1
$ git clone https://github.com/PrefectHQ/prefect-mcp-server.git
2
$ cd prefect-mcp-server
3
$ pip install .
04
Use cases
↳Automated workflow management by AI assistants.
↳Real-time monitoring and diagnostics of data pipelines.
↳Streamlined debugging of Prefect flow failures with AI guidance.
↳Centralized access to Prefect resources across different environments.
05
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