Gpusmarket

Name: Gpusmarket
Author: jyswee

by jysweeversion 2.4.16i★ –iComputer or cloud

Registry nameio.github.jyswee/gpusmarket

Install

Overview

Description from the maker (original English)

Rent real GPUs from the terminal. Per-second billing, $0.50 minimum. stdio MCP server.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Computer or cloud
Transport: stdio, SSE
Category: Other
You need to fill in: GPUSMARKET_API_KEY, Authorization

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
You fill in yourself: GPUSMARKET_API_KEY, Authorization

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

Runs in the cloudNothing to install; it connects over the internet
npmNode.js installed (for the npx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Or run it on your computer

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "gpusmarket": {
      "command": "npx",
      "args": [
        "-y",
        "gpusmarket"
      ],
      "env": {
        "GPUSMARKET_API_KEY": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add --transport sse gpusmarket https://mcp.gpusmarket.com/sse --header 'Authorization: your-value'

Or run it on your computer

claude mcp add gpusmarket --env GPUSMARKET_API_KEY=your-value -- npx -y gpusmarket

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "gpusmarket": {
      "url": "https://mcp.gpusmarket.com/sse",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Or run it on your computer

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "gpusmarket": {
      "command": "npx",
      "args": [
        "-y",
        "gpusmarket"
      ],
      "env": {
        "GPUSMARKET_API_KEY": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "gpusmarket": {
      "type": "sse",
      "url": "https://mcp.gpusmarket.com/sse",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Or run it on your computer

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "gpusmarket": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "gpusmarket"
      ],
      "env": {
        "GPUSMARKET_API_KEY": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

GPUSMARKET_API_KEY secret required env
GPUsMarket API key (gpu_...). Required: the MCP server exits without one. Get a key with 'gpusmarket signup' or from your dashboard.
Authorization secret HTTP header
Bearer token using your GPUsMarket API key: 'Bearer gpu_...'. Optional: without one the server starts in onboarding mode and can self-signup via the gpusmarket_signup tool.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account jyswee, which owns the repo
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Otheri

More stars than 0% of the other 32709 servers in this category
Published to the registry more recently than 23% of the other 32709 servers in this category
Basic checks equal to or better than 100% of the other 32709 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Gpusmarket safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: GPUSMARKET_API_KEY, Authorization

Does it run on my computer or in the cloud?

Either way works: install it on your computer or connect to the cloud version.

Is it still maintained?

The GitHub repo last changed –, and the latest version (2.4.16) reached the registry 3 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, SwarmMemo

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README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

gpusmarket

Rent real GPUs from the terminal. Built for AI agents.

One command to sign up, one to rent, one to run inference. Per-second billing, no subscriptions, $0.50 minimum per rental. The CLI your coding agent can drive end-to-end: GPUsMarket.

`npm install` for GPUs. One command in, one command out.

Renting a GPU usually means a signup form, a quota request, a support ticket, and a $50 minimum — before you've run a single token. GPUsMarket collapses that to three commands: everything from consumer RTX 4090s to datacenter H100s and MI300Xs, rentable by the second. And it's built so your agent can sign up and rent by itself — no human, no browser, no dashboard.

Works with: Claude Code · Cursor · Cline · Windsurf · Aider · Codex · any MCP client

*Install to real inference in under a minute — watch the full-res demo.*

npm install -g gpusmarket

gpusmarket init

Quick start

# Create an account (returns your API key, auto-saved)

gpusmarket signup --email you@example.com --tenant my-agent

Find a GPU

gpusmarket search --gpu "RTX 4090"

Rent the cheapest match — returns an OpenAI/Ollama-compatible endpoint + key

gpusmarket rent --gpu "RTX 4090"

Run inference straight through your rental

gpusmarket chat "What is 2+2?" --model gemma3:4b

Stop when done — you pay for exactly the seconds you used

gpusmarket stop RENTAL-ID

Built for agents

Built so an agent can go from zero to running inference with no human in the loop — sign up, rent, infer, and stop, all from the terminal or over MCP. This CLI is designed to be driven by AI coding agents (Claude Code, Cursor, Cline, Windsurf, Codex, Copilot), not just humans.

`gpusmarket init` — in-terminal quickstart: detects your agent's config file, prints a ready-to-paste skill block, MCP setup, and next steps.
`gpusmarket init --agent-schema` — the full command contract as JSON: every command, every flag, plus the rules agents must follow. Load it into context and your agent never hallucinates a flag.
`--json` everywhere — every command has machine-readable output.
Zero dependencies — a single self-contained Node.js CLI. Nothing to audit but us.

Watch an agent drive it end-to-end (click for the full-res video):

*Claude Code searches, rents, runs inference, and stops the GPU — no human in the loop.*

MCP server

gpusmarket mcp-serve exposes 32 tools over stdio — search, rent, status, stop, chat, host, pools, the whole surface. Add it to Claude Code:

claude mcp add gpusmarket -- gpusmarket mcp-serve

…or drop it into any MCP client's .mcp.json. The MCP server runs outside your project directory, so pass your API key via the GPUSMARKET_API_KEY environment variable:

"mcpServers": { "gpusmarket": { "type": "stdio", "command": "gpusmarket", "args": ["mcp-serve"], "env": { "GPUSMARKET_API_KEY": "gpu_your_key_here" } } } }

No key yet? Run gpusmarket signup to provision one, or grab it from your dashboard.

Core capabilities

Each demo links to the full-resolution MP4.

Browse the marketplace	Manage your rentals	Load-balance a pool

`search` · `cheapest` · `models`	`rentals` · `status` · `stop`	`pool create` · `add` · `list`

# Browse

gpusmarket search --gpu "RTX 4090" # filter by GPU, price, model gpusmarket cheapest --model gemma3:4b # the single cheapest node that serves a model gpusmarket models # every model available across the marketplace

Manage

gpusmarket rentals # your active rentals gpusmarket status RENTAL-ID # live status + running cost gpusmarket stop RENTAL-ID # stop, pay for the seconds you used

Pool — one endpoint, several rentals behind it

gpusmarket pool create my-pool gpusmarket pool add my-pool RENTAL-ID gpusmarket pool list

Honest billing

Per-second billing. A 90-second experiment costs 90 seconds of GPU time.
A hold, not a charge. Renting places a pre-auth hold (default $10) — it's released in full when you stop. You are never charged the hold.
$0.50 minimum per rental. You pay per second for the compute you consume, subject to a $0.50 minimum charge per rental (disclosed when you rent). When you stop, your card is charged the exact usage cost, or the $0.50 minimum — whichever is greater.
Receipts for everything, with a full "where your money goes" breakdown.

Earn with your GPU

Your GPU earns nothing while it sits idle. List it in one command — the CLI auto-detects your hardware, prints your host key, and the listing goes live in minutes. You keep 90% of every rental, paid out to your Stripe account automatically. No port forwarding, no static IP, no open inbound ports.

Three ways to host (click any demo for the full-res video):

Mac (Apple Silicon)	NVIDIA GPU	Docker sidecar

`gpusmarket host setup`	auto-detects CUDA + VRAM	`docker compose up -d`

gpusmarket host setup          # auto-detects your GPU, creates the listing

npx gpusmarket-host --key KEY # connect your machine — no port forwarding needed

Commands

Command	Description
`init`	Quickstart guide (`--agent-schema` for the JSON command contract)
`signup` / `login` / `logout` / `whoami`	Account + API key management
`search` / `models` / `cheapest`	Browse the GPU marketplace
`rent` / `rentals` / `status` / `stop`	Rent, monitor, and stop GPUs
`chat`	Inference through your rental (streams, or pipe from stdin)
`pool create/list/add/remove`	Load-balance several rentals behind one key
`host setup`	List your own GPU for rent (auto-detects hardware)
`benchmark submit`	Run the gmbench/1 suite on your local Ollama + publish measured speed to your listing
`mcp-serve`	Start the MCP server (stdio)

Run gpusmarket --help for the full reference, flags included.

Features

Search — filter the marketplace by GPU, price, or the exact model you need to run.
Rent — one command returns an OpenAI/Ollama-compatible endpoint + key, ready for inference.
Chat — stream inference straight through your rental, or pipe from stdin.
Pools — put several rentals behind one endpoint and load-balance across them.
Host — list your own GPU (Mac, NVIDIA, or Docker) and keep 90% of every rental.
Per-second billing — receipts for everything, $0.50 minimum per rental, no subscriptions.
MCP server — 32 tools over stdio for Claude Code, Cursor, Cline, Windsurf, any MCP client.
Agent-native — --json everywhere plus init --agent-schema so agents never guess a flag.

Why this exists

Renting a GPU should be as fast as npm install. Not a signup form, a quota request, a support ticket, and a $50 minimum. GPUsMarket is a marketplace where anyone can list an idle GPU and anyone — or any agent — can rent it by the second. This CLI is the agent-native front door to that marketplace. It's early and moving fast: if something's rough or missing, open an issue — we read every one.

Documentation

Full docs at gpusmarket.com. Run gpusmarket init for the interactive quickstart.

Gpusmarket

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Or run it on your computer

Or run it on your computer

Or run it on your computer

Or run it on your computer

Values you fill in

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

SwarmMemo

README from the maker

gpusmarket

Quick start

Find a GPU

Rent the cheapest match — returns an OpenAI/Ollama-compatible endpoint + key

Run inference straight through your rental

Stop when done — you pay for exactly the seconds you used

Built for agents

MCP server

Core capabilities

Manage

Pool — one endpoint, several rentals behind it

Honest billing

Earn with your GPU

Commands

Features

Why this exists

Documentation

License