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gpu.nz GPU Cloud

Find GPU servers with live per-minute prices, estimate how much VRAM an LLM or image model needs, and launch, monitor and stop GPU servers (ComfyUI, Ollama, vLLM, Jupyter) on the gpu.nz cloud. Browsing and VRAM estimates need no key; renting needs an API key. Endpoint: https://gpu.nz/mcp · Docs

Live  Answered an MCP handshake without credentials and listed 16 tools.

Category
Cloud, ops & data
Transport
http
Source
https://github.com/gpunz/gpunz-mcp
Endpoint
https://gpu.nz/mcp
MCP Registry
nz.gpu/gpu-cloud
Reports itself as
gpu.nz 1.0.0
Protocol
2025-06-18
Tools
16
Context cost
about 2,360 tokens for the tool definitions (estimated at four characters per token)
Tool definitions last changed
no change seen since first check
Handshake time
629 ms
Repository
1 stars · last push 2026-10-21 · MIT
Last checked
2026-11-03 10:54:42 UTC
Listed since
2026-10-20

Health and compatibility

Endpoint reachableVerifiedResponded in 629 ms
MCP handshake (initialize)VerifiedCompleted without credentials
Tool discovery (tools/list)Verified16 tools listed
AuthenticationVerifiedNone needed to connect
Protocol versionVerified2025-06-18
TransportVerifiedStreamable HTTP
Capabilities declaredVerifiedtools

Last checked . Verified means the check saw it happen; it says nothing about whether the server is safe.

Recent history

100% of the last 10 daily checks reachable; median response 632 ms. Green answered, violet asked for auth, red did not answer.

Set up in your client

Claude Code

Run this in a terminal:

claude mcp add --transport http gpu-nz https://gpu.nz/mcp

Claude Desktop

Open Settings → Connectors → Add custom connector and paste this URL:

https://gpu.nz/mcp

Or bridge it through mcp-remote in claude_desktop_config.json (needs Node.js):

{
  "mcpServers": {
    "gpu-nz": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://gpu.nz/mcp"
      ]
    }
  }
}

Cursor

Add to Cursor

Or add it to ~/.cursor/mcp.json (or .cursor/mcp.json in a project):

{
  "mcpServers": {
    "gpu-nz": {
      "url": "https://gpu.nz/mcp"
    }
  }
}

VS Code

Add to VS Code

Or add it to .vscode/mcp.json:

{
  "servers": {
    "gpu-nz": {
      "type": "http",
      "url": "https://gpu.nz/mcp"
    }
  }
}

Or from a terminal:

code --add-mcp '{"name": "gpu-nz", "type": "http", "url": "https://gpu.nz/mcp"}'

Windsurf

Add it to ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "gpu-nz": {
      "serverUrl": "https://gpu.nz/mcp"
    }
  }
}

Other clients

Most clients accept this shape. The endpoint is:

https://gpu.nz/mcp
{
  "mcpServers": {
    "gpu-nz": {
      "type": "http",
      "url": "https://gpu.nz/mcp"
    }
  }
}

If it does not connect

Tools 16

Names, descriptions and input schemas exactly as the server returned them on 2026-11-03. This is the server author's own text. Nothing is run from this page. Labels such as read-only are declared by the server and are not verified. Raw JSON

add_ssh_keycan modifyexternal accessAdds an SSH public key (a line from a .pub file) to the account. Needs user:write.

Adds an SSH public key (a line from a .pub file) to the account. Needs user:write.

ParameterTypeDescription
public_keystringrequiredThe public key line, e.g. ssh-ed25519 AAAA… you@laptop
namestringoptionalA name for the key

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "add_ssh_key",
    "arguments": {
      "public_key": "..."
    }
  }
}
create_instancecan modifyexternal accessRents the server of an offer and starts it with a template. Billing starts right away and runs every minute …

Rents the server of an offer and starts it with a template. Billing starts right away and runs every minute until you stop or destroy it. Confirm the price with the user first. Needs instances:write. The response has the instance id; poll get_instance until status is running (usually 1–5 minutes).

ParameterTypeDescription
offer_idstringrequiredOffer id from search_offers
templatestringrequiredTemplate slug from list_templates, e.g. "comfyui", "ollama", "pytorch", "custom"
disk_gbintegerrequiredDisk size, GB (use the template's recommended_disk_gb)
namestringoptionalA name for the server
typestringoptionalon_demand (default) or interruptible One of: on_demand, interruptible
imagestringoptionalDocker image, only with the custom template
ssh_key_idsstring[]optionalSSH key ids to install (default: all of yours)
idempotency_keystringoptionalReuse the same value when retrying the same request, so a retry never rents twice

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "create_instance",
    "arguments": {
      "offer_id": "...",
      "template": "...",
      "disk_gb": 0
    }
  }
}
destroy_instancecan modifydestructiveexternal accessDestroys a server and deletes its disk for good; billing stops completely. Irreversible: confirm with the …

Destroys a server and deletes its disk for good; billing stops completely. Irreversible: confirm with the user. Needs instances:write.

ParameterTypeDescription
instance_idstringrequiredInstance id

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "destroy_instance",
    "arguments": {
      "instance_id": "..."
    }
  }
}
estimate_vramread-onlyHow much GPU memory an AI model needs (LLMs such as Qwen, DeepSeek, Llama, Gemma, GPT-OSS; image and video …

How much GPU memory an AI model needs (LLMs such as Qwen, DeepSeek, Llama, Gemma, GPT-OSS; image and video models such as FLUX, SDXL, Wan) at a given precision and context length, and which GPUs on gpu.nz fit it with their current price. Call without `model` to list the known models.

ParameterTypeDescription
modelstringoptionalModel name or id, e.g. "qwen3-32b", "Llama 3.3 70B", "flux.1-dev"
precisionstringoptionalWeights precision: "fp16", "fp8", "q8", "q6", "q5", "q4" (LLMs; default q4 for LLMs, fp16 for image models)
context_tokensintegeroptionalLLM context length in tokens (default 8192)
concurrent_requestsintegeroptionalParallel sequences sharing the GPU (default 1)

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "estimate_vram",
    "arguments": {}
  }
}
get_accountread-onlyexternal accessThe signed-in account and its balance, hourly burn and runway. Needs a key with user:read and billing:read.

The signed-in account and its balance, hourly burn and runway. Needs a key with user:read and billing:read.

Takes no parameters.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "get_account",
    "arguments": {}
  }
}
get_instanceread-onlyexternal accessStatus, SSH command, app URLs (ComfyUI, Jupyter, chat…), price and cost so far of one server. The root …

Status, SSH command, app URLs (ComfyUI, Jupyter, chat…), price and cost so far of one server. The root password is left out unless include_password is true (your SSH keys are installed on every server).

ParameterTypeDescription
instance_idstringrequiredInstance id
include_passwordbooleanoptionalInclude the root SSH password

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "get_instance",
    "arguments": {
      "instance_id": "..."
    }
  }
}
get_instance_logsread-onlyexternal accessThe last lines of a server's container log: boot progress, app start-up, errors. Needs instances:read.

The last lines of a server's container log: boot progress, app start-up, errors. Needs instances:read.

ParameterTypeDescription
instance_idstringrequiredInstance id
tailintegeroptionalHow many last lines (default 200)

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "get_instance_logs",
    "arguments": {
      "instance_id": "..."
    }
  }
}
get_offerread-onlyexternal accessDetails and the current price of one offer by id (from search_offers).

Details and the current price of one offer by id (from search_offers).

ParameterTypeDescription
offer_idstringrequiredOffer id

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "get_offer",
    "arguments": {
      "offer_id": "..."
    }
  }
}
list_gpu_modelsread-onlyexternal accessGPU models available on gpu.nz right now with VRAM, class and the cheapest hourly price per GPU. Use it to …

GPU models available on gpu.nz right now with VRAM, class and the cheapest hourly price per GPU. Use it to pick a gpu_slug for search_offers.

ParameterTypeDescription
min_vram_gbnumberoptionalOnly models with at least this much VRAM per GPU
querystringoptionalFilter by name, e.g. "4090" or "H100"

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "list_gpu_models",
    "arguments": {}
  }
}
list_instancesread-onlyexternal accessYour rented servers with status, GPU, price and SSH command. Needs instances:read.

Your rented servers with status, GPU, price and SSH command. Needs instances:read.

ParameterTypeDescription
statusstringoptionalactive (default): servers that are not destroyed; all: include destroyed ones One of: active, all

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "list_instances",
    "arguments": {}
  }
}
list_ssh_keysread-onlyexternal accessSSH public keys on the account; they are installed on new servers. Needs user:read.

SSH public keys on the account; they are installed on new servers. Needs user:read.

Takes no parameters.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "list_ssh_keys",
    "arguments": {}
  }
}
list_templatesread-onlyexternal accessReady environments a server can start with: ComfyUI, Stable Diffusion Forge, Ollama + Open WebUI, vLLM, …

Ready environments a server can start with: ComfyUI, Stable Diffusion Forge, Ollama + Open WebUI, vLLM, Jupyter/PyTorch, Kohya, FluxGym, Unsloth, chats with preloaded models, plain Ubuntu + CUDA, or a custom Docker image. Pass `slug` as `template` to create_instance.

Takes no parameters.

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "list_templates",
    "arguments": {}
  }
}
search_offersread-onlyexternal accessSearch rentable GPU servers (offers) with live prices. Returns the cheapest matches first unless `order` says …

Search rentable GPU servers (offers) with live prices. Returns the cheapest matches first unless `order` says otherwise. Each result has an offer id for create_instance.

ParameterTypeDescription
gpustringoptionalGPU model slug(s), comma-separated, e.g. "rtx-4090-24gb" or "h100-sxm-80gb,h100-pcie-80gb" (see list_gpu_models)
num_gpusstringoptionalGPUs per server, comma-separated, e.g. "1" or "2,4,8"
min_vram_gbnumberoptionalMinimum VRAM per GPU, GB
max_price_rub_hnumberoptionalMaximum price for the whole server, rubles per hour
countrystringoptionalISO-2 country codes, comma-separated, e.g. "DE,NL,FI"
min_reliabilitynumberoptionalMinimum host reliability, 0–1 (0.98 is a good bar)
verifiedbooleanoptionalOnly verified datacenters
min_disk_gbnumberoptionalMinimum disk the server can give, GB
typestringoptionalon_demand (default) or interruptible (cheaper, can be preempted) One of: on_demand, interruptible
orderstringoptionalSort: price (default), dlperf_per_price for value, reliability, vram, inet_down One of: price, -price, dlperf, dlperf_per_price, reliability, vram, inet_down
limitintegeroptionalHow many offers to return (default 10)

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "search_offers",
    "arguments": {}
  }
}
start_instancecan modifyexternal accessStarts a stopped server again; GPU billing resumes. Confirm with the user. Needs instances:write.

Starts a stopped server again; GPU billing resumes. Confirm with the user. Needs instances:write.

ParameterTypeDescription
instance_idstringrequiredInstance id

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "start_instance",
    "arguments": {
      "instance_id": "..."
    }
  }
}
stop_instancecan modifyexternal accessStops a running server: the GPU is released and billing drops to the disk only. Data on the disk is kept and …

Stops a running server: the GPU is released and billing drops to the disk only. Data on the disk is kept and the server can be started again (the GPU may then be taken by someone else; gpu.nz finds a replacement when it is). Needs instances:write.

ParameterTypeDescription
instance_idstringrequiredInstance id

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "stop_instance",
    "arguments": {
      "instance_id": "..."
    }
  }
}
topup_linkread-onlyA link to the balance top-up page (SBP, crypto) for the user to open in a browser; payments never happen …

A link to the balance top-up page (SBP, crypto) for the user to open in a browser; payments never happen through the API. Optionally pre-fills the amount.

ParameterTypeDescription
amountintegeroptionalAmount in the account currency (rubles by default)
languagestringoptionalPage language (default ru) One of: ru, en

Example call (required arguments only, placeholder values):

{
  "method": "tools/call",
  "params": {
    "name": "topup_link",
    "arguments": {}
  }
}

Badge

Maintain this server? Put its live status in your README:

MCP status badge

[![MCP status](https://mcp.aianytime.net/badge/gpu-nz.svg)](https://mcp.aianytime.net/s/gpu-nz/)

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