SERVER

Windmill

Rank #216

io.github.windmill-labs/windmill

Run Windmill scripts and flows and manage jobs, schedules, resources and variables.

1 version
18,535 GitHub stars
by windmill-labs (1 servers)View repository ↗Homepage ↗
First listed
Nov 6, 2026
Last publish date
Nov 11, 2026
PURPOSE

What you can do with Windmill

Windmill is a Model Context Protocol (MCP) server published by windmill-labs. It ranks #216 of 176,402 active servers on MCP Toplist, and its repository has 18,535 GitHub stars. Windmill is listed on Official MCP, with 1 tracked version. It was first listed on Nov 6, 2026 and most recently updated on Nov 11, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Windmill can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Windmill

VerifiedRemote authHosted remote, sign-in required

The hosted endpoint rejects unauthenticated connections — connect via its URL and authenticate with the provider (OAuth sign-in or an account API key, per its docs).

Verified by MCP Toplist on Nov 12, 2026: the public endpoint answered an unauthenticated connection with 401 Unauthorized, so it requires sign-in or an API key.

Established by MCP Toplist’s own connection check, not taken from registry metadata.

Declared in the registry install config

2 hosted endpoints requires authentication (it answered 401 to an unauthenticated connection).

INSTALLATION AND FIRST TASK

Connect Windmill and confirm it works

Remote · HTTP
claude mcp add --transport http windmill https://app.windmill.dev/api/mcp/gateway
Remote · HTTP
claude mcp add --transport http windmill https://{windmill_host}/api/mcp/gateway
First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Nov 6, 2026
Latest version published
Nov 11, 2026
Version history
1 version tracked (below)
Requirements evidence
Verified by MCP Toplist on Nov 12, 2026: the public endpoint answered an unauthenticated connection with 401 Unauthorized, so it requires sign-in or an API key.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Nov 11, 2026
Registry sightings

Do you maintain Windmill? to show as its verified maintainer and add your own summary, sign-in details and links. The rest of this page is read from the registry listings and from MCP Toplist's own connection check.

VERSIONS

Available versions (1)

VersionPublished
1.868.0Nov 11, 2026
STANDING
#216of 176,402 active serversTop 0.5%

Ranks ahead of 176,186 of 176,402 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 1% of 176,402
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.windmill-labs%2Fwindmill.svg)](https://mcptoplist.com/server/io.github.windmill-labs%2Fwindmill)
HTML
<a href="https://mcptoplist.com/server/io.github.windmill-labs%2Fwindmill"><img src="https://mcptoplist.com/badge/io.github.windmill-labs%2Fwindmill.svg" alt="MCP Toplist: Top 1% of 176,402" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Windmill?
Windmill is maintained by windmill-labs, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
Is Windmill listed on the Official MCP Registry?
Yes — Windmill is listed on the Official MCP Registry.
How many versions does Windmill have?
MCP Toplist tracks 1 version of Windmill, most recently published on Nov 11, 2026.
Where can I find the source code for Windmill?
The source code for Windmill is hosted at github.com/windmill-labs/windmill.
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