{"name":"io.github.Datura-ai/lium-gpu-cloud","slug":"datura-ai-lium-gpu-cloud","title":"Lium GPU Cloud: live GPU prices and rent links","description":"Live prices and rent links for H100, H200, B200 and RTX 4090 GPUs on Lium, plus Lium docs search.","url":"https://mcp.market/server/datura-ai-lium-gpu-cloud","rating":null,"grade":"B","score":83,"certified":false,"status":"active","category":"productivity","tags":["productivity","search"],"presence":{"score":23,"stars":0,"forks":0,"downloads_week":null,"last_push_at":"2026-10-23T16:12:36.000Z","license":"MIT"},"uptime":{"percent":100,"checks":28,"ok":28,"last_checked_at":"2026-11-04T07:20:41.886Z","last_ok_at":"2026-11-04T07:20:41.886Z","latency_ms":272},"claimed":false,"transport":"remote","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/Datura-ai/lium-skill","website":"https://lium.io/?utm_source=mcp-registry&utm_medium=listing&utm_campaign=lium-gpu-cloud","version":"1.0.0","remotes":[{"type":"streamable-http","url":"https://docs.lium.io/mcp"}],"packages":[],"tools":[{"name":"estimate_provider_earnings","description":"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 across providers. Use when someone asks what their GPUs could earn on Lium; for renting GPUs use search_gpus. An estimate, not a guarantee.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"gpu":{"type":"string","minLength":1,"maxLength":100,"description":"GPU model, e.g. H100, B200, RTX 4090 (case and spacing ignored)"},"count":{"default":1,"description":"How many GPUs of that model (default 1)","type":"integer","minimum":1,"maximum":64}},"required":["gpu"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"get_balance","description":"Your Lium balance in USD.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{}}},{"name":"get_gpu_prices","description":"Live price range (min, median, max USD per GPU-hour) and free GPU count for each GPU model rentable on Lium right now. Use for \"what does an H100 cost\" or comparing models; use search_gpus to pick a node to rent. Pass count for multi-GPU quotes: a 1-GPU price can come from a node with one free GPU.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"gpu":{"description":"GPU model, e.g. H100, H200, B200, RTX 4090 (case and spacing ignored)","type":"string"},"country":{"description":"Two-letter country code, e.g. US, DE","type":"string","minLength":2,"maxLength":2},"count":{"description":"GPUs needed on one node: prices only nodes that can rent that many","type":"integer","minimum":1,"maximum":64}},"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"get_pod","description":"One pod: status, ssh command (once RUNNING), price per hour and spend so far.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"pod_id":{"type":"string","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","description":"Pod id from rent_pod or list_pods"}},"required":["pod_id"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"list_pods","description":"Your Lium pods with status, ssh command and price per hour.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{}}},{"name":"list_templates","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"search":{"description":"Filter by name or image, e.g. pytorch, vllm","type":"string"}},"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"read_page","description":"Return the raw Markdown source for a documentation page. Accepts a full URL, absolute slug (e.g. /providers/quickstart), or basename (e.g. quickstart). On tie among basenames, prefers pages in audience order: Providers > Validators > Renters > Developers.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"url_or_slug":{"type":"string","description":"Full URL (https://docs.lium.io/providers/quickstart), absolute slug (/providers/quickstart), or basename (quickstart)"}},"required":["url_or_slug"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"remove_pod","description":"Request pod deletion. Billing stops when accepted; deletion may finish asynchronously (get_pod shows DELETING). Data on the pod is lost.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"pod_id":{"type":"string","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$","description":"Pod id from rent_pod or list_pods"}},"required":["pod_id"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"rent_pod","description":"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. 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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"gpu":{"description":"GPU model, e.g. H100, RTX 4090; Lium picks the cheapest node that fits","type":"string"},"count":{"description":"GPUs on one node (default: 1 with gpu, every free GPU with node_id)","type":"integer","minimum":1,"maximum":64},"node_id":{"description":"A node id from search_gpus, to rent that node","type":"string","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$"},"template_id":{"description":"From list_templates; default: Lium's PyTorch image for the node","type":"string","format":"uuid","pattern":"^([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[1-8][0-9a-fA-F]{3}-[89abAB][0-9a-fA-F]{3}-[0-9a-fA-F]{12}|00000000-0000-0000-0000-000000000000|ffffffff-ffff-ffff-ffff-ffffffffffff)$"},"ssh_public_key":{"description":"OpenSSH public key to log in with (e.g. ~/.ssh/id_ed25519.pub); default: the keys saved on your Lium account","type":"string"},"name":{"description":"Pod name","type":"string","maxLength":60},"max_price_per_gpu_hour":{"description":"Price cap in USD per GPU-hour (with gpu, not node_id)","type":"number","exclusiveMinimum":0},"country":{"description":"Two-letter country code (with gpu, not node_id)","type":"string","minLength":2,"maxLength":2},"wait_seconds":{"default":25,"description":"How long to wait for the pod to run (default 25, max 50)","type":"integer","minimum":0,"maximum":50},"idempotency_key":{"type":"string","pattern":"^[A-Za-z0-9._:-]{1,255}$","description":"A new unique string per rental (e.g. a UUID). 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Optionally filter by audience (providers, validators, pod-users, developers); without one, pages for the other side (renter or provider, guessed from the query) rank lower.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"query":{"type":"string","description":"Search query"},"audience":{"description":"Filter results to a specific audience section","type":"string","enum":["providers","validators","pod-users","developers"]},"limit":{"default":10,"description":"Maximum number of results to return (default 10, max 50)","type":"integer","minimum":1,"maximum":50}},"required":["query"],"$schema":"http://json-schema.org/draft-07/schema#"}},{"name":"search_gpus","description":"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.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"gpu":{"description":"GPU model, e.g. H100, H200, B200, RTX 4090 (case and spacing ignored)","type":"string"},"count":{"description":"GPUs needed on one node","type":"integer","minimum":1,"maximum":64},"country":{"description":"Two-letter country code, e.g. US, DE","type":"string","minLength":2,"maxLength":2},"max_price_per_gpu_hour":{"description":"Price cap in USD per GPU-hour","type":"number","exclusiveMinimum":0},"limit":{"default":10,"description":"Max nodes to return (default 10, max 50)","type":"integer","minimum":1,"maximum":50}},"$schema":"http://json-schema.org/draft-07/schema#"}}],"scan":{"score":83,"grade":"B","scanned_at":"2026-10-25T16:33:48.746Z","report":{"scannerVersion":"0.1.10","scannedAt":"2026-10-25T16:33:48.710Z","components":{"code":{"score":-1,"max":25,"notes":["remote-only server, no package to scan"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 838ms"]},"poisoning":{"score":15,"max":15,"notes":["11 tool descriptions checked"]},"auth":{"score":3,"max":15,"notes":["open endpoint exposes 1 write-action tools with no auth"]},"maintenance":{"score":15,"max":15,"notes":["last push 2 days ago"]},"identity":{"score":9,"max":10,"notes":["registry namespace matches repository owner","GitHub account older than a year"]}},"findings":[{"id":"auth.open-write","severity":"high","component":"auth","title":"Write-action tools reachable without authentication"}],"inputs":{"probes":[{"url":"https://docs.lium.io/mcp","reachable":true,"authRequired":false,"latencyMs":838,"serverInfo":{"name":"lium-docs","version":"1.0.0"}}],"packages":[],"repo":{"found":true,"owner":"Datura-ai","repo":"lium-skill","archived":false,"pushedAt":"2026-10-23T16:12:36Z","stars":0,"forks":0,"openIssues":4,"ownerType":"Organization","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/128653940?v=4","ownerCreatedAt":"2023-03-23T00:17:01Z","license":"MIT"},"icon":{"url":"https://lium.io/apple-touch-icon.png","source":"registry","width":180,"height":180},"presence":{"stars":0,"forks":0,"downloadsWeek":null,"license":"MIT","lastPushAt":"2026-10-23T16:12:36.000Z","score":23}}}},"grade_history":[],"reviews":[]}