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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Data access / search

rentgpu GPU rental price market data

Hourly GPU rental prices; coverage updated daily. Free listing, paid queries via x402 on Base.

Checks passed
11 / 22

3 failed · 8 not measured

Median response
577 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
12

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
220
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 577 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name rentgpu-gpu-market.

  • Pass
    Lists tools

    tools/list returned 12 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 577 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 577 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    0 of 19 parameters have a description (0%). The bar is 80%.

  • Fail
    Safety hints

    12 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-05T16:56:40.699938Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using rentgpu GPU rental price market data

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http rentgpu-gpu-rental-price-market-data https://rentgpu.link/mcp

Capabilities

Tools 12

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。

Discovered
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。

Discovered
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/zenodo.23868319。

Discovered
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。

Discovered
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。

Discovered
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。

Discovered
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。

Discovered
ping

健康检查,免费。返回服务状态、收款地址、网络与价目表。

Discovered
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。

Discovered
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。

Discovered
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)

Discovered
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')

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected577 ms12