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MCP servers › ca.gpucloud › gpu-cloud

MCP server · registry snapshot 2026-10-23 · last tested 2026-10-23

ca.gpucloud/gpu-cloud

Rent H100, RTX PRO 6000, A100, L40 and RTX A6000 GPUs by the hour in Montréal, Canada, in CAD. — the publisher's description

1 of 2 record checks metRead-only · tools listed 2026-10-23Topic: cloud-and-devops · AI-classifiedversion 1.0.0streamable HTTP62 tools

Summary

ca.gpucloud/gpu-cloud is a remote MCP server listed in the official MCP registry at version 1.0.0. On 2026-10-23 ProtocolProbe connected to it in read-only mode and read its inventory: 62 tools, 0 resources and 0 prompts.

Record checks

1 of 2 record checks met · 7 do not apply

  • met: Registry entry is active and says how to run it
  • not met: Source repository link opens
  • not applicable: Repository is not archived
  • not applicable: Code pushed to the repository in the 90 days before our check
  • not applicable: Repository publishes a security policy (SECURITY.md)
  • not applicable: Package names its licence with a standard (SPDX) identifier
  • not applicable: The version the registry lists can be installed and is not withdrawn
  • not applicable: npm package carries build provenance (attestation)
  • not applicable: No known critical or high advisory in the package or its dependencies
  • Not ranked by downloads: a remote server publishes no download figure
  • Not ranked by stars: no public GitHub repository

From public records, not a safety rating. Each check with its reason · Is it safe to install?

Key facts

Runs
remote (hosted by the publisher)
Transport
streamable HTTP
Sign-in
none needed to open a session
Tools
62
Described as changing data
28 of 62 toolsAI-classified
Mainly works on
cloud accounts, servers or DevOps toolsAI-classified
Topic
cloud-and-devopsAI-classified
Last tested
2026-10-23

Add to your client

Observed fact

This server accepted a session without any credential and lists 16 tools whose name or declaration suggests they change data (gpucloud_update_profile, gpucloud_create_ticket, gpucloud_set_notices, gpucloud_create_server, gpucloud_delete_server and 11 more). That is our reading of the names; we did not call them. Source: our connection, 2026-10-23.

Worth knowing before you connect it

  • 28 tools are described as changing something (gpucloud_update_profile, gpucloud_create_ticket, gpucloud_reply_ticket, …): our AI model's reading of the descriptions, not something we tested, and the server opened a session without any credential. We did not call them.

Each line comes from a section below, with its source and date.

How fresh this is

Live-tested
yes, a real session (not a text-only review)
Last tested
2026-10-23
Mode
read-only (no tool calls)
Latest version
1.0.0, published 2026-10-10 (registry, as of the 2026-10-23 snapshot)
First listed version
2026-10-10 (earliest version still in the registry; older removed versions would be earlier)
Registry data
snapshot 2026-10-23
Package and repository
checked 2026-10-22
Engine
mcp-runtime-engine@0.1.0 · sdk@1.32.0

Changes since the last refresh

New in the registry: not in the list of 2026-10-04, listed on 2026-10-23 with version 1.0.0 (published 2026-10-10).

Source: the official MCP Registry list on 2026-10-04 and on 2026-10-23.

What it is

What does this server offer?

Observed inventory
62tools
0resources
0prompts

What it mainly works on, as our AI model read its tool descriptions: cloud accounts, servers or DevOps tools.

28 of 62 tools are described as changing something (creating, editing, deleting, sending or running).

  • gpucloud_whoamireads or searches

    “The GPU Cloud account behind this MCP key: user, key permissions and spend caps, budget used/remaining this month, credit balance and whether a payment card is saved (required for any spend).”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    Takes no inputs.

  • gpucloud_get_profilereads or searches

    “Profile of the account (name, email, company, phone).”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    Takes no inputs.

  • gpucloud_update_profilecreates or changes datadescribed as changing data

    “Change the first and last name of the account.”

    Publisher declares: read-only no · destructive no · idempotent yes · open-world no

    2 inputs, 2 required
    • firstNamestringrequired
    • lastNamestringrequired
  • gpucloud_list_ticketsreads or searches

    “Support tickets of the account with their messages.”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    Takes no inputs.

  • gpucloud_create_ticketdescribed as changing data

    “Open a support ticket with the GPU Cloud team (billing, technical or other).”

    Publisher declares: read-only no · destructive no · idempotent no · open-world no

    3 inputs, 3 required
    • subjectstringrequired
    • categorystringrequired
    • messagestringrequired
  • gpucloud_reply_ticketdescribed as changing data

    “Add a message to an existing support ticket of the account, optionally with images (screenshots): PNG, JPEG, WEBP or GIF in base64, at most 5 per message; the whole MCP request is limited to 1 MB (so…”

    Publisher declares: read-only no · destructive no · idempotent no · open-world no

    3 inputs, 1 required
    • ticketIdstringrequired
    • contentstring
    • imagesarray
  • gpucloud_set_noticescreates or changes datadescribed as changing data

    “A tool result may end with a short "GPU Cloud notice for the user" (payment card to update, top-up offer when the balance runs low, GPU available now).”

    Publisher declares: read-only no · destructive no · idempotent yes · open-world no

    1 input, 1 required
    • enabledbooleanrequired
  • gpucloud_list_productsreads or searches

    “Start here when a user needs a GPU (training, fine-tuning, inference, LLM serving, rendering, notebooks).”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    Takes no inputs.

  • gpucloud_get_productreads or searches

    “One GPU server for rent (productId from gpucloud_list_products) with its CAD prices and live availability.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    1 input, 1 required
    • productIdstringrequired
  • gpucloud_get_stockreads or searches

    “Live availability of every GPU server for rent in Montréal, Canada (H100, RTX PRO 6000, A100, L40, RTX A6000: what can be launched right now).”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    Takes no inputs.

  • gpucloud_list_regionsreads or searches

    “Regions where GPU servers can be deployed: Montréal (QC), Canada, data hosted in Canada.”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    Takes no inputs.

  • gpucloud_list_imagesreads or searches

    “Operating-system image installed on each GPU product (with its default SSH user).”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    Takes no inputs.

Show 50 more tools
  • gpucloud_list_templatesreads or searches

    “Ready-to-use machines: the application installed at creation (JupyterLab, Ollama + Open WebUI, vLLM OpenAI compatible server, ComfyUI, PyTorch environment).”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    Takes no inputs.

  • gpucloud_list_serversreads or searches

    “GPU servers of the account (status, IPs, rate, paid-until date, suspension).”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    Takes no inputs.

  • gpucloud_get_serverreads or searches

    “One server: status (refreshed while an operation is in progress), the last observed machine state (machineState), whether it is billed right now (a STOPPED server is still billed its full hourly rate…”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    1 input, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
  • gpucloud_quote_serverreads or searches

    “Price of a new GPU server BEFORE launching it: price charged now (taxes included for monthly/annual), hourly rate, credits required, card charge needed, blockers (a card only when the card must be ch…”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    8 inputs, 2 required
    • productIdstringrequired“GPU product id (gpucloud_list_products).”
    • cyclestring“hourly: first hour from credits, then billed per hour.”
    • regionstring“Region id (gpucloud_list_regions), default canada-montreal.”
    • sshKeyIdstringrequired“SSH key id (gpucloud_list_ssh_keys).”
    • namestring“Display name of the server.”
    • templateIdstring“Optional one-click template installed at creation (gpucloud_list_templates): jupyter, ollama-openwebui, vllm, comfyui, pytorch.”
    • templateModelstring“Model served by the vllm template (gpucloud_list_templates models[].id); default: the first one.”
    • onFundsExhaustedstring“Hourly servers: what happens when the balance reaches the server threshold and no automatic reload brings it back.”
  • gpucloud_create_servercreates or changes datadescribed as changing data

    “Launches a GPU server billed to the account.”

    Publisher declares: read-only no · destructive no · idempotent no · open-world yes

    9 inputs, 3 required
    • productIdstringrequired“GPU product id (gpucloud_list_products).”
    • cyclestring“hourly: first hour from credits, then billed per hour.”
    • regionstring“Region id (gpucloud_list_regions), default canada-montreal.”
    • sshKeyIdstringrequired“SSH key id (gpucloud_list_ssh_keys).”
    • namestring“Display name of the server.”
    • templateIdstring“Optional one-click template installed at creation (gpucloud_list_templates): jupyter, ollama-openwebui, vllm, comfyui, pytorch.”
    • templateModelstring“Model served by the vllm template (gpucloud_list_templates models[].id); default: the first one.”
    • onFundsExhaustedstring“Hourly servers: what happens when the balance reaches the server threshold and no automatic reload brings it back.”
    • confirmationTokenstringrequired“Token returned by the previous (quote) call, valid 10 minutes, single use.”
  • gpucloud_start_servercreates or changes datadescribed as changing data

    “Starts a stopped server (a stopped hourly server is already billed; the next hour must be covered: credits, or a charge of the saved card within the caps).”

    Publisher declares: read-only no · destructive no · idempotent no · open-world yes

    1 input, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
  • gpucloud_restore_servercreates or changes datadescribed as changing data

    “Restores a hibernated server (billed like a start: hourly billing resumes; takes a few minutes and depends on GPU availability).”

    Publisher declares: read-only no · destructive no · idempotent no · open-world yes

    1 input, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
  • gpucloud_stop_servercreates or changes datadescribed as changing data

    “Stops (shuts down) a server.”

    Publisher declares: read-only no · destructive no · idempotent yes · open-world yes

    1 input, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
  • gpucloud_reboot_servercreates or changes datadescribed as changing data

    “Hard-reboots a running server.”

    Publisher declares: read-only no · destructive no · idempotent no · open-world yes

    1 input, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
  • gpucloud_hibernate_servercreates or changes datadescribed as changing data

    “Hibernates a server: once hibernated it is billed a much lower HIBERNATION RATE (shown by gpucloud_get_server under hibernation, and returned by this tool as hibernationFee) instead of its hourly rat…”

    Publisher declares: read-only no · destructive no · idempotent no · open-world yes

    1 input, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
  • gpucloud_delete_serverdeletesdescribed as changing data

    “Permanently destroys a server and ALL its data.”

    Publisher declares: read-only no · destructive yes · idempotent no · open-world yes

    2 inputs, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
    • confirmationTokenstring“Token returned by the previous (quote) call, valid 10 minutes, single use.”
  • gpucloud_cancel_serverdeletesdescribed as changing data

    “Cancels a server: destroys it (all data lost) and closes its order when it was the last item.”

    Publisher declares: read-only no · destructive yes · idempotent no · open-world yes

    2 inputs, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
    • confirmationTokenstring“Token returned by the previous (quote) call, valid 10 minutes, single use.”
  • gpucloud_renew_servercreates or changes datadescribed as changing data

    “One more month for a monthly/annual server, charged to the saved card within the caps.”

    Publisher declares: read-only no · destructive no · idempotent no · open-world yes

    2 inputs, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
    • confirmationTokenstring“Token returned by the previous (quote) call, valid 10 minutes, single use.”
  • gpucloud_set_server_threshold_actioncreates or changes datadescribed as changing data

    “What happens to an hourly server when the account balance reaches its threshold and no automatic reload brings it back: HIBERNATE (kept 12 h with an hourly hibernation fee, restarted as soon as the b…”

    Publisher declares: read-only no · destructive no · idempotent yes · open-world yes

    2 inputs, 2 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
    • onFundsExhaustedstringrequired“HIBERNATE or DELETE.”
  • gpucloud_get_console_urlreads or searches

    “Link to the page of a RUNNING (ACTIVE) server in the GPU Cloud console, where the account owner (signed in) opens its web (VNC) console, e.g.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    1 input, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
  • gpucloud_get_server_metricsreads or searches

    “CPU, RAM and network usage series of a server (null while it is not ready or metrics are still being collected).”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    1 input, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
  • gpucloud_get_server_usagereads or searches

    “Hour-by-hour billing of one server (deleted ones included): each billed hour with its period, amount taken from the credit balance and balance after; the first hour charged at deployment; refunds; th…”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    3 inputs, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
    • pageinteger
    • pageSizeinteger
  • gpucloud_list_server_volumesreads or searches

    “Storage volumes attached to a server.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    1 input, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
  • gpucloud_list_server_snapshotsreads or searches

    “Snapshots of a server.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    1 input, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
  • gpucloud_list_firewall_rulesreads or searches

    “Firewall (security) rules of a server.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    1 input, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
  • gpucloud_add_firewall_rulecreates or changes datadescribed as changing data

    “Opens a port range (tcp/udp) or icmp on a ready server, from a source CIDR (default 0.0.0.0/0).”

    Publisher declares: read-only no · destructive no · idempotent no · open-world yes

    7 inputs, 2 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
    • directionstring
    • ethertypestring
    • protocolstringrequired
    • remoteIpPrefixstring“Source CIDR, e.g.”
    • portRangeMininteger
    • portRangeMaxinteger
  • gpucloud_delete_firewall_ruledeletesdescribed as changing data

    “Removes a firewall rule (its fw_...”

    Publisher declares: read-only no · destructive yes · idempotent yes · open-world yes

    2 inputs, 2 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
    • ruleIdstring or integerrequired“Rule id (fw_...) from gpucloud_list_firewall_rules.”
  • gpucloud_reserve_servercreates or changes datadescribed as changing data

    “Reserves a GPU machine that is out of stock: GPU Cloud launches the server AUTOMATICALLY as soon as it is back (machines are gone in 1 to 2 minutes), before other customers (first come, first served …”

    Publisher declares: read-only no · destructive no · idempotent no · open-world yes

    10 inputs, 4 required
    • productIdstringrequired“Exact GPU machine to reserve (model and size, gpucloud_list_products), e.g.”
    • sshKeyIdstringrequired“SSH key id installed on the server (gpucloud_list_ssh_keys).”
    • maxHourlyCadnumberrequired“Highest hourly price (CAD) the user accepts: at least the current price (gpucloud_get_product), at most 5 times it.”
    • consentbooleanrequired“true ONLY once the user explicitly agreed to: "I authorize GPU Cloud to launch this server as soon as it is available, to charge my saved card the amount neede…”
    • validityDaysinteger“Days the reservation stays valid (1 to 30, default 7); renewable in the console.”
    • acceptAlternativeboolean“true: an equivalent machine (same usage, at least the same GPU memory, never spot) may be launched when the exact one is not in stock.”
    • namestring“Server name (letters, digits, space, dot, dash, underscore).”
    • templateIdstring“Optional one-click template installed at launch (gpucloud_list_templates).”
    • templateModelstring“Model served by the vllm template.”
    • onFundsExhaustedstring“What happens to the launched server when the balance reaches its threshold: HIBERNATE (default: kept 12 h with an hourly hibernation fee, restarted when the ba…”
  • gpucloud_list_reservationsreads or searches

    “GPU reservations of the account: machine, status (ACTIVE, PROCESSING, FULFILLED, PAYMENT_FAILED, EXPIRED, CANCELLED), place in the queue, maximum price, end date, and the server launched (serverId) o…”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    Takes no inputs.

  • gpucloud_cancel_reservationdeletesdescribed as changing data

    “Cancels a waiting GPU reservation (nothing is charged).”

    Publisher declares: read-only no · destructive no · idempotent yes · open-world yes

    1 input, 1 required
    • reservationIdstringrequired“Reservation id (gpucloud_list_reservations).”
  • gpucloud_list_monthly_rentalsreads or searches

    “Guaranteed H100 rented by the month on the account (1, 2, 4 or 8 H100 GPUs, or H100 NVLink x 8, yours alone for 1, 3, 6 or 12 months): machine, rental term, monthly and total amounts (CAD), status (P…”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    Takes no inputs.

  • gpucloud_list_contractsreads or searches

    “Guaranteed H100 rented by the month on the account (1, 2, 4 or 8 H100 GPUs, or H100 NVLink x 8, yours alone for 1, 3, 6 or 12 months): machine, rental term, monthly and total amounts (CAD), status (P…”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    Takes no inputs.

  • gpucloud_list_server_backupsreads or searches

    “Backup option of a server and its backups (id, SCHEDULED / MANUAL, CREATING / AVAILABLE / FAILED, date, size in GB).”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    1 input, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
  • gpucloud_create_server_backupcreates or changes datadescribed as changing data

    “Starts a backup of the server’s system disk now (the option must be enabled; at most 2 manual backups kept).”

    Publisher declares: read-only no · destructive no · idempotent no · open-world yes

    2 inputs, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
    • confirmationTokenstring“Token returned by the previous call without token, valid 10 minutes, single use.”
  • gpucloud_restore_server_backupcreates or changes datadescribed as changing data

    “Creates a NEW server (same GPU model and region) from an AVAILABLE backup; the original server is not changed.”

    Publisher declares: read-only no · destructive no · idempotent no · open-world yes

    4 inputs, 2 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
    • backupIdstringrequired“Backup id (from gpucloud_list_server_backups).”
    • namestring“Display name of the new server.”
    • confirmationTokenstring“Token returned by the previous call without token, valid 10 minutes, single use.”
  • gpucloud_set_server_backup_policycreates or changes datadescribed as changing data

    “Turns the backup option of a server on or off, or changes its hour (hourLocal 0-23, Eastern time) and retention (1-7 daily backups).”

    Publisher declares: read-only no · destructive yes · idempotent no · open-world yes

    5 inputs, 1 required
    • serverIdstringrequired“Server id (from gpucloud_list_servers).”
    • enabledboolean
    • hourLocalinteger
    • retentioninteger
    • confirmationTokenstring“Token returned by the previous call without token, valid 10 minutes, single use.”
  • gpucloud_list_ssh_keysreads or searches

    “SSH public keys of the account (used to access new servers).”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    Takes no inputs.

  • gpucloud_add_ssh_keycreates or changes datadescribed as changing data

    “Imports an OpenSSH public key (ssh-ed25519 / ssh-rsa / ecdsa).”

    Publisher declares: read-only no · destructive no · idempotent no · open-world no

    2 inputs, 2 required
    • namestringrequired
    • publicKeystringrequired
  • gpucloud_generate_ssh_keydescribed as changing data

    “Generates a new ed25519 key pair server-side and stores the PUBLIC key.”

    Publisher declares: read-only no · destructive no · idempotent no · open-world no

    1 input, 1 required
    • namestringrequired
  • gpucloud_delete_ssh_keydeletesdescribed as changing data

    “Removes an SSH public key from the account (servers already created keep it).”

    Publisher declares: read-only no · destructive yes · idempotent yes · open-world no

    1 input, 1 required
    • keyIdstringrequired
  • gpucloud_get_balancereads or searches

    “Credit balance (CAD), current hourly running cost and low-balance notice.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    Takes no inputs.

  • gpucloud_list_transactionsreads or searches

    “Latest credit movements (top-ups, hourly usage, refunds) with their payment reference.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    1 input
    • limitinteger
  • gpucloud_list_invoicesreads or searches

    “Invoices of the account: monthly usage statements (already paid with credits) and invoices to pay, with status (PAID, CREDITED, DUE = to pay, VOID = cancelled), due date and overdue flag.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    Takes no inputs.

  • gpucloud_get_invoicereads or searches

    “One invoice (by id or invoice number) with its lines.”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    1 input, 1 required
    • invoiceIdstringrequired
  • gpucloud_topup_creditsmoves moneydescribed as changing data

    “Buys credits with the saved card, within the key caps (max single charge, monthly charges).”

    Publisher declares: read-only no · destructive no · idempotent no · open-world yes

    2 inputs, 1 required
    • amountCadnumberrequired
    • confirmationTokenstring“Token returned by the previous call (valid 10 minutes, single use).”
  • gpucloud_get_payment_methodreads or searches

    “The saved card (masked: brand, last 4 digits, expiry).”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    Takes no inputs.

  • gpucloud_add_payment_methodreads or searches

    “An AI agent never enters card details: returns the console page where the account owner adds a card themselves.”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    Takes no inputs.

  • gpucloud_get_auto_reloadreads or searches

    “Automatic credit reload settings (threshold and amount charged to the saved card) and its monthly cap: monthlyCapCad (null = no cap), what was reloaded this calendar month (Montreal time, monthlyCapU…”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    Takes no inputs.

  • gpucloud_set_auto_reloadcreates or changes datadescribed as changing data

    “Turns automatic credit reload on/off.”

    Publisher declares: read-only no · destructive no · idempotent yes · open-world yes

    5 inputs, 3 required
    • enabledbooleanrequired
    • thresholdCadnumberrequired
    • reloadAmountCadnumberrequired
    • monthlyCapCadnumber or null
    • confirmationTokenstring“Token returned by the previous call (valid 10 minutes, single use).”
  • gpucloud_list_ordersreads or searches

    “Orders of the account (checkout and renewals) with their items and payment reference.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    1 input
    • limitinteger
  • gpucloud_get_orderreads or searches

    “One order by id or payment reference (GPU-CMD-...).”

    Publisher declares: read-only yes · destructive no · idempotent yes · open-world no

    1 input, 1 required
    • orderIdstringrequired
  • gpucloud_quote_order

    “Prices a cart exactly as it will be charged (taxes included) and returns a confirmationToken for gpucloud_create_order with the same items.”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    3 inputs, 1 required
    • itemsarrayrequired
    • countrystring“Billing country (default: the one of the last order, else CA).”
    • provincestring“Province code for taxes, e.g.”
  • gpucloud_create_ordermoves moneydescribed as changing data

    “Places the quoted order and pays it with the saved card within the key caps (D7: monthly / annual servers included).”

    Publisher declares: read-only no · destructive no · idempotent no · open-world yes

    4 inputs, 2 required
    • itemsarrayrequired
    • countrystring“Billing country (default: the one of the last order, else CA).”
    • provincestring“Province code for taxes, e.g.”
    • confirmationTokenstringrequired“Token returned by the previous call (valid 10 minutes, single use).”
  • gpucloud_get_budgetreads or searches

    “Monthly budget limit of the account (CAD, calendar month America/Toronto) and its optional daily limit (`daily`): the limit, the spend this month / today, the percentage used, what remains, and wheth…”

    Publisher declares: read-only yes · destructive no · idempotent no · open-world no

    Takes no inputs.

  • gpucloud_set_budgetcreates or changes datadescribed as changing data

    “Sets the monthly budget limit of the account.”

    Publisher declares: read-only no · destructive no · idempotent yes · open-world yes

    4 inputs, 1 required
    • monthlyLimitCadnumber or nullrequired“New monthly budget limit in CAD, or null to remove the limit.”
    • dailyLimitCadnumber or null“Optional DAILY budget limit in CAD (calendar day America/Toronto), null to remove it, omitted to keep it.”
    • alertPercentinteger“Alert e-mail threshold, percent of the limit (default 80).”
    • confirmationTokenstring“Token returned by the previous call (valid 10 minutes, single use).”

Each quoted sentence is the first sentence of the publisher’s own description. The kind of tool and the “changes data” mark are our AI model’s reading of that description, not something we tested: two differently worded runs had to agree, otherwise no label is shown, and nobody has checked them by hand. A tool without the “changes data” mark is described as only reading, searching or calculating, or the two runs did not agree. No tool was called. Read the publisher’s full description before relying on it. “Publisher declares” lists the hints the server itself sends with the tool (MCP annotations: read-only, destructive, idempotent, open-world); they are the publisher's claims, not checked by us. Inputs are the parameters in the tool's own input schema: name, declared type, whether it is required, and the first sentence of its description. Read 2026-10-23.

How well are its tools described?

Features #4 and #5

How clearly this server's own tool descriptions say what a tool does, and how consistent its tool list is. The first part is an AI model's yes/no reading of each description; the second part is counted. We do not turn it into a grade.

Descriptions

AI reading of each description

Says what the tool does
100% of 62 tools
Says what it returns
71% of 56 tools
States limits, defaults or errors
17% of 52 tools
Says when to use it
5% of 58 tools
Items covered per tool
2.0 of 4 on average

Counted from the listing

Parameters with a description
67% of 107
Tools with a description
100% of 62
Typical description length
353 characters

The tool set

Counted from the listing

Tools
62
Size of the list
about 14,141 tokens for an agent to load (characters ÷ 4)
Naming
62 of 62 names use snake_case

AI reading: easy to mix up

No pair found.

The AI items cover 62 of 62 tools: for a tool where two differently worded runs disagreed, that item is left out. They were not checked by hand, and no tool was called. “Easy to mix up” means two tools whose names or descriptions overlap without saying how they differ; the AI found none, comparing tools within groups of 40. We do not rate whether the tool set is complete or whether side effects are spelled out, because our AI reading of those was not reliable enough.

How do I add it to my client?

Config from the registry entry

From the remote endpoint (Streamable HTTP)

We connected to this URL on 2026-10-23 (a read-only session: no tool was called).

Add to CursorAn install link in the format Cursor documents, holding the Cursor config below.

Claude Desktop or claude.ai
Settings → Connectors → Add custom connector, then paste:
https://gpucloud.ca/api/mcp
Cursor · .cursor/mcp.json in a project, or ~/.cursor/mcp.json
{
  "mcpServers": {
    "gpu-cloud": {
      "url": "https://gpucloud.ca/api/mcp"
    }
  }
}
VS Code · .vscode/mcp.json
{
  "servers": {
    "gpu-cloud": {
      "type": "http",
      "url": "https://gpucloud.ca/api/mcp"
    }
  }
}
VS Code (command line) · Bash or zsh terminal (macOS, Linux)
code --add-mcp '{"name":"gpu-cloud","type":"http","url":"https://gpucloud.ca/api/mcp"}'
Claude Code
claude mcp add --transport http gpu-cloud https://gpucloud.ca/api/mcp
Try it in the MCP Inspector · runs on your machine, opens in your browser · Node 22.19+
npx @modelcontextprotocol/inspector@2.11.0 --server-url https://gpucloud.ca/api/mcp --transport http
  • Optional settings the entry also lists (left out above): Authorization.
  • The server runs on the operator's infrastructure; it may ask you to sign in when you first connect.
  • The MCP Inspector lists the server's tools, resources and prompts; a tool you call there runs for real.

Built from the server's registry entry with each client's documented format (checked 2026-10-14; the Cursor link and the VS Code command 2026-10-19; the MCP Inspector command 2026-10-21). Values in < > are yours to fill in; this page never contains a key. Where the server needs a setting the entry does not declare, it can still fail to start.

Does the registry listing match what we found?

Feature #6

The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.

Registry saysWe foundResultSource · date
Remote endpoint gpucloud.ca/api/mcpSession openedmatchesour test · 2026-10-23
No credential declared as requiredOpened a session without any credentialmatchesour test · 2026-10-23

Choosing

Record checks

Public records · not a safety rating

1 of 2 record checks met · 7 do not apply

  • Not ranked by downloads: a remote server publishes no download figure
  • Not ranked by stars: no public GitHub repository
  • MetRegistry entry is active and says how to run itActive, with a package or a remote address.
  • Not metSource repository link opensThe registry entry gives no repository link.
  • Does not applyRepository is not archivedNo public GitHub repository to read.
  • Does not applyCode pushed to the repository in the 90 days before our checkNo public GitHub repository to read.
  • Does not applyRepository publishes a security policy (SECURITY.md)No public GitHub repository to read.
  • Does not applyPackage names its licence with a standard (SPDX) identifierRemote server: it ships no package.
  • Does not applyThe version the registry lists can be installed and is not withdrawnRemote server: it ships no package.
  • Does not applynpm package carries build provenance (attestation)Remote server: it ships no package.
  • Does not applyNo known critical or high advisory in the package or its dependenciesRemote server: it ships no package.

Read from public records only: the registry entry, npm/PyPI, GitHub and advisory databases, checked 2026-10-22. No tool was called. Only “met” and “not met” are counted, so the total differs between servers; a check that does not apply or that we could not run is listed, never counted against it. It is not a safety rating. How each check works · Leaderboards

Common questions about ca.gpucloud/gpu-cloud

Answered from the data above

Is ca.gpucloud/gpu-cloud safe to install?

We do not rate servers as safe or unsafe. 1 of its 2 applicable record checks are met (facts from public records, each listed on this page). What the records show: 28 of its tools describe changing data (our AI model's reading of the descriptions). These are facts with their sources on this page, not a safety guarantee, and we did not run its tools.

Does ca.gpucloud/gpu-cloud need an API key or sign-in?

It opened a session without any credential on 2026-10-23. The registry entry declares no required credential; no declaration is not a guarantee.

Has ca.gpucloud/gpu-cloud been security tested?

Partly. 2 of the 14 checks that apply to it were exercised. It accepted a session without any credential and lists tools whose names suggest they change data. We did not call them. No security verdict is published before verification.

What can ca.gpucloud/gpu-cloud do?

It lists 62 tools. In our AI model's reading of their descriptions (two runs had to agree, nobody checked it by hand), they include tools that read or search, create or change data, delete and move money. We did not call any tool, so this describes the text, not the behaviour.

Can ca.gpucloud/gpu-cloud change or delete data?

28 of its tools say in their description that they create, edit, delete, send or run something (our AI model's reading). We did not call any tool, so we cannot say what actually happens.

Found this page useful?

Anonymous · no sign-in

A quick, anonymous reaction — no account, no email. One per kind from your browser. The tally updates when the page is next refreshed, and it is only a rough count, never a safety rating or a measured number of people.

Similar servers

Same topic · AI-read

Active servers whose topic is also “cloud-and-devops” and that have at least one tool of the same kind; most kinds in common first, then most GitHub stars. The topic and the tool kinds are an AI model's reading of the publishers' descriptions, not checked by hand. Similar is not a recommendation.

Compare with another server

Side by side: registry entry, our read-only session, the tools and the 18 classification fields. Same values as each page; no score.

Security testing

What did we test, and what did we leave out?

18 checks · features #1, #2

Open without sign-in

It accepted a session without any credential and lists tools whose names suggest they change data. We did not call them. No security score is given; a check we did not run is never counted as passed.

The 18 checks at a glanceour test · 2026-10-23
  1. Inventory: exercised
  2. Hidden instructions: exercised
  3. Real execution: not run · our policy
  4. Secret leak: not run · nothing to check it against
  5. Internal addresses: not run · our policy
  6. Unconfirmed changes: not run · our policy
  7. Bad input: not run · our policy
  8. Model requests: not run · nothing to check it against
  9. Sensitive questions: not run · nothing to check it against
  10. Folder boundary: not run · our policy
  11. Log leaks: not run · nothing to check it against
  12. Hidden content: not run · nothing to check it against
  13. Fake assistant turns: not applicable
  14. Token passthrough: not applicable
  15. Token audience: not applicable
  16. Sign-in redirect: not run · our policy
  17. Consent handling: not testable from outside
  18. Sign-in metadata: not applicable

2 exercised12 not run (reason given)4 not applicable

Each check ends in exactly one state: exercised, not run (with the reason), or not applicable (with the reason). 2 of the 14 checks that apply to it were exercised. We do not publish security-check outcomes for named servers.

Exercised · 2
  • 1Inventory
    tool-list    Reads the declared tools, resources and prompts.exercised
  • 2Hidden instructions
    description-poisoning    Looks for hidden instructions in tool descriptions.exercised
Not run, with the reason · 12
  • 3Real execution
    real-execution    Calls a tool and checks what really happens.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
  • 4Secret leak
    canary-leak    Plants a fake secret and checks whether it leaks.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
  • 5Internal addresses
    ssrf    Checks whether a tool can be steered to internal addresses.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
  • 6Unconfirmed changes
    write-without-confirmation    Checks whether tools that change data act without asking.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
  • 7Bad input
    error-handling    Sends bad input and watches how the server answers.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
  • 8Model requests
    sampling    Checks whether the server asks the client's model to act for it.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
  • 9Sensitive questions
    elicitation-sensitive-data    Checks whether the server asks users for sensitive data.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
  • 10Folder boundary
    root-boundary    Checks whether the server reaches outside the folders it was given.This check calls the server's tools. ProtocolProbe calls no server's tools for anything it publishes; an operator can run this check on their own server with our self-test command.not run · our policy
  • 11Log leaks
    logging-side-channel    Checks whether log messages carry data they should not.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
  • 12Hidden content
    audience-hiding    Checks resources that hide content from the user.This check needs content the server returns, and nothing was read or called.not run · nothing to check it against
  • 16Sign-in redirect
    open-redirect    Checks the sign-in redirect for abuse.Testing the sign-in redirect means sending probes to the operator's sign-in service, which we do not do.not run · our policy
  • 17Consent handling
    confused-deputy    Checks consent handling when one service acts for another.Depends on the operator's own consent screen, which differs per server and cannot be tested from outside.not testable from outside
Does not apply to this server · 4
  • 13Fake assistant turns
    fake-assistant-turn    Checks prompts that pose as the assistant's own words.The server exposes no prompts.not applicable
  • 14Token passthrough
    token-passthrough    Checks whether the server forwards a user's token to other services.The server opened a session without sign-in, so there is no token flow to check.not applicable
  • 15Token audience
    token-audience-validation    Checks whether tokens meant for another service are accepted.The server opened a session without sign-in, so there is no token flow to check.not applicable
  • 18Sign-in metadata
    oauth-url-scheme    Checks the published sign-in metadata for unsafe URLs.No sign-in (OAuth) metadata is published, so there are no sign-in addresses to check.not applicable

Source: our own test, 2026-10-23, mcp-runtime-engine@0.1.0. Which checks count and why follows our published scoring model.

What happened during the test?

Feature #8

The steps in order, as the test record holds them.

  1. 0 msStarted a read-only session with the server's remote endpoint
  2. 1,310 msConnected after 0 redirects. No credential was sent or needed.
  3. Read the inventory: 62 tools, 0 resources, 0 prompts.
  4. 5,391 msFinished: 2 checks exercised.

Reference

How is it classified?

18 fields

One value per field, each with its source. Fields written by AI models are marked. A field with no value says why.

TopicAI-classified
cloud-and-devops
AI-classified · 2026-10-23
Pricing modelAI-classified
no value
No value: the AI answer was held back because the quoted text did not clearly support it.
Programming language
does not apply
no existing GitHub repository (server declares no repository link, so there is nothing to fetch)
Hosting type
remote (hosted by the publisher)
registry · 2026-10-23
MCP capability
tools
our test · 2026-10-23
Transport
streamable HTTP
registry · 2026-10-23
Required credentials
none declared
registry · no declaration is not a guarantee
Package registry
does not apply
remote-only server: no package is shipped, so there is no package registry
Freshness
0–30 days
registry updatedAt · 2026-10-23
Lifecycle status
active
registry · 2026-10-23
License class
does not apply
remote-only server: ships no package, so there is nothing to look up in a package registry
Integrity hash
does not apply
remote-only server: ships no package, so there is nothing to look up in a package registry
Signature / provenance
does not apply
remote-only server: ships no package, so there is nothing to look up in a package registry
Dependency advisories
does not apply
ships no package, so there are no dependencies to audit
Popularity
does not apply
remote-only server: ships no package, so there is nothing to look up in a package registry
Publisher signals
not stated
no readable GitHub owner to describe
Maintenance
does not apply
server declares no repository link, so there is nothing to fetch
Environment
the publisher's infrastructure
where it runs, from the hosting type

“Not stated” means the source did not state it; “does not apply” means it does not apply to this kind of server; “our limit” means our own lookup failed. A linked value opens the directory filtered to the same value.

Cite or correct this page

Sources and corrections

Suggested citation

ProtocolProbe. “ca.gpucloud/gpu-cloud: MCP server record.” Data checked 2026-10-23. https://protocolprobe.com/mcp/servers/ca.gpucloud/gpu-cloud

Figures are valid for the date shown. Our facts on this page are CC BY 4.0: reuse them with a link and the check date. Quoted text (the publisher’s descriptions, website quotes, tool names) is not ours to license.

As JSON: this record in the API · API documentation.

Badge for your README

ProtocolProbe: 1 of 2 record checks met

[![ProtocolProbe](https://protocolprobe.com/api/v1/badge/ca.gpucloud/gpu-cloud)](https://protocolprobe.com/mcp/servers/ca.gpucloud/gpu-cloud)

It shows this server's record-check count: facts from public records, no tool called. It is not a security rating or a pass. It links here and updates after each data reload.

Something wrong, or is this yours?

If a fact here is wrong, tell us and we will re-check it. If you operate this server, you can run our checks on it yourself with the free self-test command; we call no server’s tools ourselves for anything shown here.

Write to hello@protocolprobe.com · corrections log · methodology