Ext Ops Panel
Open dashboard
Comparison

Novita vs gpu.nz GPU cloud

Novita is an MCP server published by novitalabs. Marketplaces we read that list it: 1 (Docker MCP Catalog). gpu.nz GPU cloud is an MCP server published by gpu.nz. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-21. 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
MarketplaceNovitagpu.nz GPU cloud
Docker MCP Catalog Listed
Version: sha256:ddc904348d9e
Forks (GitHub): 9
Pulls (Docker Hub): 10 530
Stars (Docker Hub): 0
Stars (GitHub): 12
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 1.0.0
Forks (GitHub): 0
Stars (GitHub): 0
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

Novita vs gpu.nz GPU cloud
FactNovitagpu.nz GPU cloud
Marketplaces that list it11
Stars (GitHub) (differs)12 (better)0 (worse)
Pulls (Docker Hub) (differs)10 530No figure on Docker Hub
Forks (GitHub) (differs)9 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/novita)Remote server (gpu.nz/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)20Not published
Environment variables it asks for (differs)1, secrets among them: 01, secrets among them: 1
Licence (differs)MITNot stated
Repository (differs)github.com/novitalabs/novita-mcp-servergithub.com/gpunz/gpunz-mcp
Changes in the last 7 days (differs)02
First seen (differs)2026-10-112026-10-19
Endpoint at the last check (differs)no remote endpoint we checknot checked yet

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

Novita

In its own words, on Docker MCP Catalog:

Seamless interaction with Novita AI platform resources.

gpu.nz GPU cloud

In its own words, on Official MCP Registry:

Rent cloud GPUs from AI agents: live prices, VRAM estimates, launch, logs and stop.

How to run each

Novita As a local MCP server: Docker image

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

gpu.nz GPU cloud As a remote MCP server

Claude Code
claude mcp add --transport http gpu-cloud https://gpu.nz/mcp --header "Authorization: Bearer <YOUR_TOKEN>"

Requires: GPUNZ_API_KEY (secret), Authorization header

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

Tools each declares

The marketplaces of gpu.nz GPU cloud publish no list of tools, so we do not compare tools.

Settings each asks for

Only Novita asks for

  • NOVITA_API_KEY

Only gpu.nz GPU cloud asks for

  • GPUNZ_API_KEY (secret)

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: Novita · What it can do: gpu.nz GPU cloud · 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