原型 · 预览版:收录官方注册中心里的全部服务器,每 30 分钟同步一次。评价和账户功能将在后续阶段推出。
PopNx MCP为使用 AI 的人准备的 MCP 服务器 · 用大白话讲清楚

Gpusmarket

作者:jyswee版本 2.4.16i★ –i电脑或云端
注册名称io.github.jyswee/gpusmarket

安装

概览

作者提供的说明(英文原文)

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

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 电脑或云端
  • 传输方式: stdio, SSE
  • 分类: 其他
  • 你需要填写:GPUSMARKET_API_KEY, Authorization

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

  • 基础检查:1 项中通过 1 项
  • 在作者的服务器上运行:你向它提出的内容会经过他们的服务器。
  • 需要你自己填写: GPUSMARKET_API_KEY, Authorization

标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。

你需要

  • 在云端运行无需安装任何东西,通过互联网连接
  • npm已安装 Node.js(用于 npx 命令)

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

或者在你的电脑上运行

打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json

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

在终端中运行这条命令

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

或者在你的电脑上运行

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

运行前请先填写空着的值。

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

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

或者在你的电脑上运行

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

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

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

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

或者在你的电脑上运行

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

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

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

你的选择通过 Cookie 保存在这台设备上,无需账户。

需要你填写的值

  • GPUSMARKET_API_KEY 机密 必填 env
    GPUsMarket API key (gpu_...). Required: the MCP server exits without one. Get a key with 'gpusmarket signup' or from your dashboard.
  • Authorization 机密 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.

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 jyswee 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    端点有响应

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    使用 OAuth 登录

    尚未检查;我们会轮流检查各个端点

  • … 尚未检查

    工具描述中没有隐藏指令

    尚未检查;我们会在检查端点时读取工具列表

与“其他”中的其他服务器比较i

  • 星标数多于此分类中其他 32715 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 32715 个服务器的 23% 更新
  • 基础检查结果等于或优于此分类中其他 32715 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

Gpusmarket 安全吗?

它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

你需要填写:GPUSMARKET_API_KEY, Authorization

它在我的电脑上运行还是在云端?

两种方式都可以:安装在你的电脑上,或者连接云端版本。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(2.4.16)于3个月前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。

有什么可以替代它?

同一分类中有:Spec Driven Development, Remote Desktop Commander, First Sale Scout

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

Spec Driven Development

作者:formulahendry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

在你的电脑上运行★ 440MIT14个月前更新
安装

Remote Desktop Commander

作者:desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

在云端运行★ 211前天更新
安装

First Sale Scout

作者:firstsale.pro

Playbooks and a 14-day checklist for founders winning their first paying customers.

在云端运行今天更新
安装

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

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 marketplaceManage your rentalsLoad-balance a pool
search · cheapest · modelsrentals · status · stoppool 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 GPUDocker sidecar
gpusmarket host setupauto-detects CUDA + VRAMdocker 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

CommandDescription
initQuickstart guide (--agent-schema for the JSON command contract)
signup / login / logout / whoamiAccount + API key management
search / models / cheapestBrowse the GPU marketplace
rent / rentals / status / stopRent, monitor, and stop GPUs
chatInference through your rental (streams, or pipe from stdin)
pool create/list/add/removeLoad-balance several rentals behind one key
host setupList your own GPU for rent (auto-detects hardware)
benchmark submitRun the gmbench/1 suite on your local Ollama + publish measured speed to your listing
mcp-serveStart 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.

License

Proprietary — Copyright (c) 2026 Tyga.Cloud Ltd. All rights reserved. See LICENSE file.

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