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

Read-only probes

MCP server · Code & DevOps

Lium GPU Cloud: live GPU prices and rent links

Live prices and rent links for H100, H200, B200 and RTX 4090 GPUs on Lium, plus Lium docs search.

Checks passed
15 / 22

0 failed · 7 not measured

Median response
623 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
11

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?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
402

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 797 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name lium-docs.

  • Pass
    Lists tools

    tools/list returned 11 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 623 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 780 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

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.

  • Pass
    Parameters documented

    29 of 29 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-21T15:49:52.221043Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using Lium GPU Cloud: live GPU prices and rent links

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 lium-gpu-cloud-live-gpu-prices-and-rent-links https://docs.lium.io/mcp

Capabilities

Tools 11

estimate_provider_earnings

Estimate what a provider earns per month on Lium by listing GPUs of a model, as the rewards calculator does: rental income (95% of the renter price) and rented extra at the last 30 days' utilisation, plus idle pay at the validator's rate for every unrented hour; with what those GPUs actually earned and the middle-half range of that potential across providers. Use when someone asks what their GPUs could earn on Lium; for renting GPUs use search_gpus. An estimate, not a guarantee.

Discovered
get_balance

Your Lium balance in USD.

Discovered
get_gpu_prices

Live price range (min, median, max USD per GPU-hour) and free GPU count for each GPU model rentable on Lium right now. Use for "what does an H100 cost" or comparing models; use search_gpus to pick a node to rent. Pass count for multi-GPU quotes: a 1-GPU price can come from a node with one free GPU.

Discovered
get_pod

One pod: status, ssh command (once RUNNING), price per hour and spend so far.

Discovered
list_pods

Your Lium pods with status, ssh command and price per hour.

Discovered
list_templates

Docker templates a pod can start from (official ones, your own and other users' public ones; official and yours mark which), for rent_pod template_id.

Discovered
read_page

Return the raw Markdown source for a documentation page. Accepts a full URL, absolute slug (e.g. /providers/quickstart), or basename (e.g. quickstart). On tie among basenames, prefers pages in audience order: Providers > Validators > Renters > Developers.

Discovered
remove_pod

Request pod deletion. Billing stops when accepted; deletion may finish asynchronously (get_pod shows DELETING). Data on the pod is lost. Before calling, read the pod (get_pod or list_pods) and get_balance, then tell the user in your reply, not only in the approval: the pod name and id, its GPU, its price per hour and their current balance, and that data on the pod is lost. Call only after they agree, also when they asked you not to ask; one call per pod.

Discovered
rent_pod

Rent a GPU pod on Lium with your API key and wait until it runs; returns the pod id and the ssh command. Spends money from your Lium balance: the pod is billed per second until remove_pod, also when idle. Before calling, tell the user in your reply, not only in the approval: the GPU model and count (and the node, with node_id), the total price in USD per hour, and that billing continues per second until the pod is removed. Call only after they agree. Give gpu (and count, optional max_price_per_gpu_hour and country) to let Lium pick the cheapest matching node, or node_id from search_gpus alone for that node. idempotency_key is required: if a call fails or times out, retry with the same key within 24 hours so it cannot rent twice.

Discovered
search

Search the Lium documentation for pages matching the query. Use for how-to questions (renting, SSH, templates, providing GPUs); for live GPU availability or prices use search_gpus or get_gpu_prices instead. Optionally filter by audience (providers, validators, pod-users, developers); without one, pages for the other side (renter or provider, guessed from the query) rank lower.

Discovered
search_gpus

List GPU nodes that can be rented on Lium right now, cheapest per GPU-hour first, with live USD prices and a rent link for each. Use when the user wants a specific machine (GPU model, count, country, price cap); use get_gpu_prices for a price overview. Each node has tier (secure or spot), reliability_score and min_gpus_per_rental (some nodes rent only whole). Read-only: next_step says how to rent one.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected797 ms11
Connected448 ms11