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

Read-only probes

readygpu: hardware for local AI

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com.readygpu/readygpu

readygpu.comVerified

Live UK, Germany, Canada and US prices for GPUs and Macs that run open AI models. No sign-up.

OtherIs readygpu: hardware for local AI down?Alternatives

12 of 22 checks passed

  • Handshake
  • Tools listed
  • Updated recently

Responded

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

Connect to server
Median latency
359 ms
Uptime, 30 days
Not measured
Last checked

Measurement details

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 359 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name readygpu.

  • Pass
    Lists tools

    tools/list returned 6 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 359 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 359 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

    16 of 23 parameters have a description (70%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or 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 2026-10-27T06:59:34.254464Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Tools

  • best_hardware

    The ranked 'best for local AI' lists of a market (all graphics cards, cards under a price, used cards, Macs and mini PCs): best first by the most capable model each runs fully in memory. Prices are on each list's page.

    Measured

  • compare_hardware

    Two graphics cards or machines side by side in a market: memory, bandwidth, how many models each runs fully in memory, and the estimated speed of each on every model.

    Measured

  • find_hardware

    List graphics cards or complete machines (Macs, mini PCs) sold in a market, with memory, bandwidth, the estimated speed on a model and a link to each one's page and prices. Filter by minimum memory and new or used; sort by speed or popularity.

    Measured

  • hardware_details

    One graphics card or machine in a market: its specifications, which models it runs fully in memory at a context length and how fast, and a link to its page and prices.

    Measured

  • hardware_for_model

    For one model: how much memory it needs at each context length, and the fastest hardware (and the fastest Mac) that runs it fully in memory in a market, with their speeds. Links the model's page, which shows the cheapest and best-value picks with prices.

    Measured

  • search_models

    Find open-weight AI models by name or task (chat, coding, agentic, vision, reasoning). Returns each model's slug, size, context length and licence; use the slug with hardware_for_model.

    Measured

Probe history

  • ok359 ms6 tools

Status and uptime

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The image links back to this page. It shows checks passed, or uptime, and the colour follows the latest status. Responses are cached for 5 to 15 minutes.

MCP Heartbeat badge

Markdown

[![MCP Heartbeat](https://mcpheartbeat.com/badge/com.readygpu/readygpu.svg)](https://mcpheartbeat.com/s/com.readygpu/readygpu)

HTML

<a href="https://mcpheartbeat.com/s/com.readygpu/readygpu"><img alt="MCP Heartbeat" src="https://mcpheartbeat.com/badge/com.readygpu/readygpu.svg"></a>

Uptime markdown

[![MCP Heartbeat uptime](https://mcpheartbeat.com/badge/com.readygpu/readygpu.svg?kind=uptime)](https://mcpheartbeat.com/s/com.readygpu/readygpu)

Served from https://mcpheartbeat.com.

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Connect to this server

Claude Code

claude mcp add --transport http readygpu-hardware-for-local-ai https://readygpu.com/api/mcp

Cursor .cursor/mcp.json

{
  "mcpServers": {
    "readygpu-hardware-for-local-ai": {
      "url": "https://readygpu.com/api/mcp"
    }
  }
}

VS Code .vscode/mcp.json

{
  "servers": {
    "readygpu-hardware-for-local-ai": {
      "type": "http",
      "url": "https://readygpu.com/api/mcp"
    }
  }
}