Best Prefect MCP Servers
Prefect is a workflow orchestration tool that helps data engineers build, observe, and react to data pipelines.
Why this server?
Provides tools for interacting with Prefect workflow orchestration, enabling monitoring and inspection of deployments, flow runs, task runs, work pools, logs, events, and debugging of workflows.
AlicenseAqualityBmaintenanceAn MCP server for interacting with Prefect resources, enabling AI assistants to monitor, manage, and debug workflows.1452MITWhy this server?
Detects and redacts Prefect API keys in text.

classifinder-mcpofficial
AlicenseAqualityBmaintenanceEnables AI agents to scan text for leaked secrets and prompt injection markers, and redact them before reaching an LLM.21MITWhy this server?
Provides tools for workflow orchestration through Prefect, allowing interaction with the Prefect API to manage and monitor data pipelines and workflows.
AlicenseAqualityCmaintenanceA server that enables interacting with Prefect workflow automation tools through the Model Context Protocol, offering enhanced reliability through uvx running mechanism and seamless integration with Cursor IDE.177MITWhy this server?
Allows AI assistants to interact with Prefect through natural language, providing access to flow management, flow run management, deployment management, task run monitoring, work queue management, block management, variable management, and workspace information.
AlicenseBqualityFmaintenanceA Model Context Protocol server that allows AI assistants to interact with Prefect's workflow automation platform through natural language, enabling users to manage flows, deployments, tasks, and other Prefect resources via conversational commands.4615Apache 2.0Why this server?
Generates idiomatic Prefect flow code from Apache Airflow DAGs, with support for deployment configuration, project scaffolding, and migration reporting.
AlicenseAqualityDmaintenanceAn MCP server that converts Apache Airflow DAGs into Prefect flows. It provides tools to read DAGs, lookup translation knowledge, validate code, search Prefect docs, scaffold projects, deploy, and generate migration reports.79MITWhy this server?
Discovers models from Prefect workflows as a connector.
Alicense-qualityBmaintenanceProvides AI agents with a toolset to query model inventories, trace dependencies, and analyze the impact of changes across machine learning models and data pipelines.13Apache 2.0Why this server?
Enables interaction with Prefect data pipelines for orchestrating and monitoring workflows
Why this server?
Provides generative UI capabilities through Prefab, enabling the rendering of a card grid dashboard from saved notes.
FlicenseAqualityDmaintenanceA FastMCP server with web search, local notes CRUD, and a generative UI dashboard using Prefab.3Why this server?
Deploy the MCP server to Prefect Horizon for remote access.
FlicenseBqualityDmaintenanceA remote MCP server for expense tracking, providing tools to add, list, update, delete expenses, and generate summaries, budget status, and monthly trends.8