Windmill MCP server

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Windmill is an open-source workflow engine people use to run scripts, flows, and internal tools, often self-hosted or on their own cloud instance — which means managing it usually means jumping into its own UI. This connection lets Neotask's agent build and run automations, scripts, and flows on Windmill directly, and manage the internal tools and AI agent integrations that live there, from a plain-language request against your instance.

• Builds and runs automations, scripts, and flows on Windmill
• Manages internal tools and AI agent integrations from the same instance
• Works against a self-hosted or cloud Windmill instance

What you can automate

Windmill MCP server

Build and run automations, scripts, and flows on Windmill, an open source workflow engine, and manage internal tools and AI agent integrations from a self hosted or cloud instance.

Real workflows

Kick off a Windmill flow without opening the dashboard

Ask the agent to run a specific flow or script already set up in Windmill. It triggers it directly against your instance and reports the result back.

Build a new automation from a description

Describe the automation you want — say, a script that runs on a schedule and hits an internal API. The agent builds it as a Windmill flow on your instance rather than you writing it from scratch in the Windmill UI.

Frequently asked questions

Does this work with a self-hosted Windmill instance?

Yes — it's built to work against either a self-hosted or cloud Windmill instance.

Can it manage AI agent integrations already configured in Windmill?

Yes — managing internal tools and AI agent integrations on the instance is part of what this connection supports.