Ext Ops Panel
Open dashboard
Comparison

Liquid Compute GPU test vs io.github.fjnunezp75/gpu-bridge

Liquid Compute GPU test is an MCP server published by liquidcompute.com. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.fjnunezp75/gpu-bridge is an MCP server published by fjnunezp75. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-24. 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
MarketplaceLiquid Compute GPU testio.github.fjnunezp75/gpu-bridge
Official MCP Registry Listed
Version: 1.0.1
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Listed
Version: 2.4.3
Downloads/month (npm): 210
Downloads/week (npm): 59
Forks (GitHub): 2
Stars (GitHub): 2
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

Liquid Compute GPU test vs io.github.fjnunezp75/gpu-bridge
FactLiquid Compute GPU testio.github.fjnunezp75/gpu-bridge
Marketplaces that list it11
Stars (GitHub) (differs)0 (worse)2 (better)
Forks (GitHub) (differs)0 (worse)2 (better)
Last release (differs)2026-10-16Not published
Where it runs (differs)Remote server (api.liquidcompute.co/mcp)On your machine (@gpu-bridge/mcp-server)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published1, secrets among them: 1
LicenceNot statedNot stated
Repository (differs)github.com/liquid-compute/gcatgithub.com/gpu-bridge/mcp-server
Changes in the last 7 days00
First seen (differs)2026-10-152026-10-11
Endpoint at the last check (differs)Responded 3 days ago, requires a keyno remote endpoint we check

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

Liquid Compute GPU test

In its own words, on Official MCP Registry:

Run GPU acceptance tests on your NVIDIA GPU nodes over SSH: DCGM, GEMM, HBM/PCIe bandwidth, NCCL.

io.github.fjnunezp75/gpu-bridge

In its own words, on Official MCP Registry:

30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more.

How to run each

Liquid Compute GPU test As a remote MCP server

Claude Code
claude mcp add --transport http gcat https://api.liquidcompute.co/mcp

io.github.fjnunezp75/gpu-bridge As a local MCP server: npm package

Claude Code
claude mcp add --env "GPUBRIDGE_API_KEY=<YOUR_GPUBRIDGE_API_KEY>" --transport stdio gpu-bridge -- npx -y @gpu-bridge/mcp-server

Requires: GPUBRIDGE_API_KEY (secret)

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

Only Liquid Compute GPU test has a remote endpoint we check. How we check endpoints

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

The marketplaces of Liquid Compute GPU test publish no settings it asks for, so we do not compare settings.

What it can do: Liquid Compute GPU test · What it can do: io.github.fjnunezp75/gpu-bridge · Compare two other plugins

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