Gpusmarket

io.github.jyswee由 GitHub 账号 jyswee 发布v2.4.16更新于 Oct 24, 2026

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

发布方自己的服务:Vips

概览

AI 生成的概览

GPUsMarket MCP 服务器让助手注册账号、搜索、租用、监控和停止按秒计费的 GPU,并通过租用实例运行推理。

可以做什么
  • 用邮箱注册 GPUsMarket 账号,获取解锁本次会话其余功能的 API 密钥
  • 按 GPU 型号、价格或所需模型浏览市场,找出运行某模型最便宜的节点
  • 租用 GPU、查看当前租用、查询实时状态与运行费用,并停止租用
  • 通过租用实例运行推理,并把多个租用放在同一池端点后做负载均衡
  • 把自己闲置的 GPU 上架出租,并将基准测试结果发布到该列表
适用场景
适合助手需要按需真实 GPU 算力的场景,例如运行推理或实验,而不想填注册表、申请配额或长期承诺,并且能接受按秒计费加小额最低消费。
运行要求
可作为远程端点,也可作为本地 Node.js 进程运行(npm 包 gpusmarket,用 npx 启动)。需要 GPUsMarket API 密钥,通过 GPUSMARKET_API_KEY 环境变量或 Authorization 头中的 Bearer 令牌传入;没有密钥时服务器以引导模式启动,可通过注册工具创建账号。租用需通过 Stripe 结账添加银行卡。
安装前请注意
注册工具会用用户邮箱创建真实账号,并返回只显示一次的 API 密钥。租用会在银行卡上预授权冻结(默认 10 美元),并按实际用量扣费,每次租用最低 0.50 美元,因此由助手发起的租用会花钱。停止租用和上架自己的 GPU 会改变账号与计费状态。API 密钥应视为机密。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Gpusmarket,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable,通过 SSE。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.jyswee%2Fgpusmarket/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "gpusmarket": {
      "type": "sse",
      "url": "https://mcp.gpusmarket.com/sse"
    }
  }
}

README

gpusmarket

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

[npm version] [MCP — 32 tools] [Agent-native] [smithery badge]

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

[gpusmarket demo]

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

bash
npm install -g gpusmarketgpusmarket init

Quick start

bash
# Create an account (returns your API key, auto-saved)gpusmarket signup --email [email protected] --tenant my-agent
# Find a GPUgpusmarket search --gpu "RTX 4090"
# Rent the cheapest match — returns an OpenAI/Ollama-compatible endpoint + keygpusmarket rent --gpu "RTX 4090"
# Run inference straight through your rentalgpusmarket chat "What is 2+2?" --model gemma3:4b
# Stop when done — you pay for exactly the seconds you usedgpusmarket 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):

[agent drives gpusmarket via MCP]

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:

bash
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:

json
{  "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
[browse][manage][pools]
search · cheapest · modelsrentals · status · stoppool create · add · list
bash
# Browsegpusmarket search --gpu "RTX 4090"      # filter by GPU, price, modelgpusmarket cheapest --model gemma3:4b   # the single cheapest node that serves a modelgpusmarket models                       # every model available across the marketplace
# Managegpusmarket rentals                      # your active rentalsgpusmarket status RENTAL-ID             # live status + running costgpusmarket stop RENTAL-ID               # stop, pay for the seconds you used
# Pool — one endpoint, several rentals behind itgpusmarket pool create my-poolgpusmarket pool add my-pool RENTAL-IDgpusmarket 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
[host on mac][host on nvidia gpu][host via docker]
gpusmarket host setupauto-detects CUDA + VRAMdocker compose up -d
bash
gpusmarket host setup          # auto-detects your GPU, creates the listingnpx 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.

来源:README.md,提交 84f156a

工具

2

gpusmarket_get_started

Explains what GPUsMarket is and how to activate this MCP server (no API key on this session yet).

无需输入参数。

gpusmarket_signup

Create a new GPUsMarket account. Requires the human's email. Returns an API key (shown once) and unlocks all GPUsMarket tools in this session immediately. To rent, the human adds a card via secure Stripe checkout — nothing is charged to sign up. Ask the human for their email before calling.

输入参数roleemail必填tenant必填

版本历史

1
  1. v2.4.16最新Sep 16, 2026

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