Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Hourly GPU rental prices; coverage updated daily. Free listing, paid queries via x402 on Base.
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Works in Claude on the web, desktop and mobile:
https://rentgpu.link/mcpRun this in your terminal
claude mcp add --transport http gpu-market https://rentgpu.link/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"gpu-market": {
"url": "https://rentgpu.link/mcp"
}
}
}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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"gpu-market": {
"type": "http",
"url": "https://rentgpu.link/mcp"
}
}
}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.
ChatGPT connects only to servers on the internet:
https://rentgpu.link/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
ping健康检查,免费。返回服务状态、收款地址、网络与价目表。
list_gpu_models列出所有可查询的 GPU 卡型(免费)。付费查询前先调这个拿准确名称。
gpu_price查某张 GPU 现在的全平台最低价(元/小时),含报价平台、区间最低/最高/均价(最多 90 天)、当前价与区间最低价的差距。示例: gpu_price(gpu='RTX 4090') → 当前最低 1.24 元/小时(算家云)、市场中位 1.99、区间最低 1.24、今日 8 家报价。按次计费 $0.002 USDC。
gpu_history查某张 GPU 过去最多 90 天每日价格序列:每日全平台最低价、当日市场中位价、最低价来自哪个平台、库存状态、当日报价家数。示例: gpu_history(gpu='H100 80GB', limit=7) → 2026-10-20 最低 8.28 元(paperspace)、中位 23.04、有货、9 家报价。按次计费 $0.02 USDC。
market_movers近 90 天 GPU 行情涨跌榜:按区间涨跌幅排序的降价/涨价卡型,含当前价与区间最低价。示例: market_movers(top=3) → 降价榜 A6000 48GB 2.52 元(-28.6%)、A100 80GB 5.47 元(-21.6%)、RTX 3090 0.80 元(-19.2%)。按次计费 $0.005 USDC。
platform_reliability各 GPU 租用平台的数据监测覆盖度评分(A~E):自动抓取成功率、收录天数、库存充足率、覆盖卡型数。注意:衡量的是本数据源对该平台的价格监测覆盖度,不代表平台自身的服务质量。示例: platform_reliability() → 31 家平台评分,如 gpushare 99 分 A 级(抓取成功率 98%、覆盖 7 张卡、39/40 天)。按次计费 $0.005 USDC。
recommend_for_task按任务推荐最便宜的 GPU 租用方案:输入任务(如'微调 7B'/'视频生成',或英文 finetune-7b/video-gen),返回推荐卡型、最便宜平台、每小时单价与估算任务总成本。覆盖 8 类任务:微调、推理、绘图、视频、渲染、学生练手、70B 训练、多卡集群。示例: recommend_for_task(task='微调 7B') → 最便宜卡 + 平台 + 单价 × 8 小时的总成本。这是别处没有的'按任务问价'能力。按次计费 $0.01 USDC。
subscribe_price_alert免费订阅降价提醒:某张 GPU 的全平台最低价降到目标价(元/小时)以下时邮件通知用户(每小时检查)。新邮箱会先收到 6 位验证码(30 分钟有效),需再调 verify_price_alert 完成激活;已验证过的邮箱直接生效。免费版每人最多同时盯 3 张卡。示例: subscribe_price_alert(email='user@example.com', gpu='RTX 4090', target_price=1.5)
verify_price_alert用用户邮箱收到的 6 位验证码激活降价提醒订阅(免费)。示例: verify_price_alert(email='user@example.com', gpu='RTX 4090', code='123456')
ghpi_index查询 GHPI(GPU Hourly Price Index,GPU 按小时价格指数)的最新值与近 N 日走势(免费)。三条子指数:GHPI-H100(H100 80GB 跨平台中位价)、GHPI-CN(中国市场)、CDI(国产卡)。链式匹配法编制(matched-model:新平台上架不记为降价),基期=100,逐日 20:00(香港)冻结、哈希链防篡改。示例: ghpi_index(days=30)。原始序列免费: https://rentgpu.link/data/ghpi.json(CC BY 4.0);引用请带 DOI 10.5281/zeno
bulk_export_series按你指定的卡型集合与天数,一次性导出多张卡的每日价格序列(json 或 csv),含最低价、市场中位价、最低价所属平台、库存状态、当日报价家数。示例: bulk_export_series(gpus='H100 80GB,RTX 4090', days=7, fmt='csv')。原始数据也可免费从 https://rentgpu.link/data/history.csv 自行下载(CC BY 4.0);此处计费的是按你指定维度筛好、排好、格式化好的结果。按次计费 $0.02 USDC。
bulk_snapshot_query从逐日原始快照里按条件筛报价:指定若干日期 + 卡型/平台,返回命中的原始报价(含计费说明口径、来源、抓取时间),按价格升序。示例: bulk_snapshot_query(dates='latest', gpu='昇腾910B2 64GB')。快照原文免费:https://rentgpu.link/data/snapshots/<日期>.json ;此处计费的是跨多天筛选与聚合。按次计费 $0.02 USDC。
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 6, 2026
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It passed 2 of 3 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.
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It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.1.0) reached the registry yesterday.
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.
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No README found in the repo