Kubernetes vs io.github.vfarcic/dot-ai
Kubernetes is an MCP server published by Flux159. Marketplaces we read that list it: 1 (Docker MCP Catalog). io.github.vfarcic/dot-ai is an MCP server published by vfarcic. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-15. 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
| Marketplace |   Kubernetes |  io.github.vfarcic/dot-ai |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:5ffbf7f0a8aa Forks (GitHub): 283 Pulls (Docker Hub): 153 323 Stars (Docker Hub): 20 Stars (GitHub): 1 596 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.112.0 Downloads/month (npm): 1 747 Downloads/week (npm): 627 Forks (GitHub): 72 Stars (GitHub): 337 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
| Fact | Kubernetes | io.github.vfarcic/dot-ai |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 1 596 (better) | 337 (worse) |
| Pulls (Docker Hub) (differs) | 153 323 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 283 (better) | 72 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/kubernetes) | On your machine (@vfarcic/dot-ai) |
| Transport | stdio | stdio |
| Tools it declares (differs) | 23 | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/flux159/mcp-server-kubernetes | github.com/vfarcic/dot-ai |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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
Connect to a Kubernetes cluster and manage it.
io.github.vfarcic/dot-ai
AI-powered development platform for Kubernetes deployments and intelligent automation
How to run each
Kubernetes As a local MCP server: Docker image
claude mcp add --transport stdio kubernetes -- docker run -i --rm mcp/kubernetesio.github.vfarcic/dot-ai As a local MCP server: npm package
claude mcp add --transport stdio dot-ai -- npx -y @vfarcic/dot-aiCommands 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.vfarcic/dot-ai publish no list of tools, so we do not compare tools.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: Kubernetes · What it can do: io.github.vfarcic/dot-ai · 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.