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Kubernetes vs io.github.Michael-WhiteCapData/WhiteCapData-Dev

Kubernetes is an MCP server published by Flux159. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.Michael-WhiteCapData/WhiteCapData-Dev is an MCP server published by Michael-WhiteCapData. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-13. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceKubernetesio.github.Michael-WhiteCapData/WhiteCapData-Dev
Docker MCP Catalog Listed
Version: sha256:5ffbf7f0a8aa
Forks (GitHub): 283
Pulls (Docker Hub): 152 941
Stars (Docker Hub): 20
Stars (GitHub): 1 596
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.2
Downloads/month (PyPI): 233
Downloads/week (PyPI): 27
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

Kubernetes vs io.github.Michael-WhiteCapData/WhiteCapData-Dev
FactKubernetesio.github.Michael-WhiteCapData/WhiteCapData-Dev
Marketplaces that list it11
Stars (GitHub) (differs)1 596No figure on GitHub
Pulls (Docker Hub) (differs)152 941No figure on Docker Hub
Forks (GitHub) (differs)283No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/kubernetes)On your machine (whitecapdata-dev)
Transportstdiostdio
Tools it declares (differs)23Not published
Environment variables it asks for (differs)Not published4, secrets among them: 0
Licence (differs)MITNot stated
Repository (differs)github.com/flux159/mcp-server-kubernetesgithub.com/michael-whitecapdata/whitecapdata-dev
Changes in the last 7 days00
First seen2026-10-112026-10-11

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

Kubernetes

In its own words, on Docker MCP Catalog:

Connect to a Kubernetes cluster and manage it.

io.github.Michael-WhiteCapData/WhiteCapData-Dev

In its own words, on Official MCP Registry:

Operate a k3s / Kubernetes cluster from your AI agent — safe-by-default MCP server.

How to run each

Kubernetes As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio kubernetes -- docker run -i --rm mcp/kubernetes

io.github.Michael-WhiteCapData/WhiteCapData-Dev As a local MCP server: PyPI package

Claude Code
claude mcp add --transport stdio whitecapdata-dev -- uvx whitecapdata-dev

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

The marketplaces of io.github.Michael-WhiteCapData/WhiteCapData-Dev publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of Kubernetes publish no settings it asks for, so we do not compare settings.

What it can do: Kubernetes · What it can do: io.github.Michael-WhiteCapData/WhiteCapData-Dev · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built