Gpusmarket

io.github.jyswee由 GitHub 帳號 jyswee 發布v2.4.16更新於 Oct 24, 2026

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

發布方自己的服務:Vips

概覽

AI 產生的概覽

GPUsMarket MCP 伺服器讓助理註冊帳號、搜尋、租用、監控與停止按秒計費的 GPU,並透過租用執行個體執行推論。

可以做什麼
  • 用電子郵件註冊 GPUsMarket 帳號,取得解鎖本次工作階段其餘功能的 API 金鑰
  • 依 GPU 型號、價格或所需模型瀏覽市場,找出執行某模型最便宜的節點
  • 租用 GPU、查看目前租用、查詢即時狀態與執行費用,並停止租用
  • 透過租用執行個體執行推論,並把多個租用放在同一個集區端點後做負載平衡
  • 把自己閒置的 GPU 上架出租,並將基準測試結果發布到該刊登頁面
適用情境
適合助理需要隨選真實 GPU 算力的情境,例如執行推論或實驗,而不想填註冊表、申請配額或長期承諾,且能接受按秒計費加上小額最低消費。
執行需求
可作為遠端端點,也可作為本機 Node.js 程序執行(npm 套件 gpusmarket,以 npx 啟動)。需要 GPUsMarket API 金鑰,透過 GPUSMARKET_API_KEY 環境變數或 Authorization 標頭中的 Bearer 權杖傳入;沒有金鑰時伺服器以引導模式啟動,可透過註冊工具建立帳號。租用需透過 Stripe 結帳加入信用卡。
安裝前請注意
註冊工具會用使用者電子郵件建立真實帳號,並回傳只顯示一次的 API 金鑰。租用會在信用卡上預先授權凍結(預設 10 美元),並依實際用量扣款,每次租用最低 0.50 美元,因此由助理發起的租用會花錢。停止租用與上架自己的 GPU 會改變帳號與計費狀態。API 金鑰應視為機密。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Gpusmarket,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 SSE。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.jyswee%2Fgpusmarket/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "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.

來源: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).

無需輸入參數。

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.

輸入參數roleemail必填tenant必填

版本歷史

1
  1. v2.4.16最新Sep 16, 2026

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