Arrakis

com.goodailabs/arrakisVersion 0.1.0

Rent GPUs at live prices and serve any Hugging Face model, with spend caps for AI agents.

Status

Responds368 msNov 14, 2026, 13:59 UTCAnswered our handshake without sign-in.

Registry data may be out of date

We could not refresh it, so this page shows the last copy.

Last checked: Nov 14, 2026, 13:59 UTC
Latency: 368 ms
Remotes responding: 1 of 1
Sign-in: No sign-in
Hosting: EU hosting detected (detected, not a legal statement)
Registry data as of: Nov 14, 2026, 22:14 UTC

Data from the official MCP Registry, checked by run.zero. How we check

Connect

Streamable HTTP

https://arrakis.goodailabs.com/mcpResponds368 msNov 14, 2026, 13:59 UTC

No sign-in

Claude Code

claude mcp add --transport http arrakis https://arrakis.goodailabs.com/mcp

Claude Desktop and claude.ai

1
2
3

Settings > Connectors > Add custom connector
Name: arrakis
Remote MCP server URL: https://arrakis.goodailabs.com/mcp

Cursor

{
  "mcpServers": {
    "arrakis": {
      "url": "https://arrakis.goodailabs.com/mcp"
    }
  }
}

VS Code

code --add-mcp '{"name":"arrakis","type":"http","url":"https://arrakis.goodailabs.com/mcp"}'

Built your own server? run.zero hosts MCP servers on European infrastructure.

Host your own MCP server on run.zero

Tools

16 tools

Tools of Arrakis
	Description		Read-only	Idempotent	Open world
`deploy_model`Serve any model from Hugging Face on a machine of the person's, like a hosted inference API but on their own GPU: vLLM or SGLang for text models, vLLM-Omni or SGLang for image and video models (FLUX, Qwen-Image, Wan), vLLM-Omni for speech and music, llama.cpp for a GGUF file (owner/repo:Q4_K_M). extra_args takes the person's own engine options as they'd paste them. COSTS MONEY like rent_gpu: the machine's hourly price, paid an hour at a time from when it runs until terminate_instance or termination_hours; worst_case_usd is the most it can cost. The model's size is read from Hugging Face and, without node_id, the best-ranked clean machine that holds it is rented on as few GPUs as it allows. A gated or private model needs hf_token (read access is enough; it goes to the machine only and Arrakis keeps none). Returns the instance, the endpoint (an OpenAI-compatible base URL once RUNNING, and its api_key) and ssh_command: the person also gets root SSH. The engine downloads the model first, so it answers a few minutes after RUNNING: get_instance shows endpoint_ready. Same idempotency_key returns the same machine.	Serve any model from Hugging Face on a machine of the person's, like a hosted inference API but on their own GPU: vLLM or SGLang for text models, vLLM-Omni or SGLang for image and video models (FLUX, Qwen-Image, Wan), vLLM-Omni for speech and music, llama.cpp for a GGUF file (owner/repo:Q4_K_M). extra_args takes the person's own engine options as they'd paste them. COSTS MONEY like rent_gpu: the machine's hourly price, paid an hour at a time from when it runs until terminate_instance or termination_hours; worst_case_usd is the most it can cost. The model's size is read from Hugging Face and, without node_id, the best-ranked clean machine that holds it is rented on as few GPUs as it allows. A gated or private model needs hf_token (read access is enough; it goes to the machine only and Arrakis keeps none). Returns the instance, the endpoint (an OpenAI-compatible base URL once RUNNING, and its api_key) and ssh_command: the person also gets root SSH. The engine downloads the model first, so it answers a few minutes after RUNNING: get_instance shows endpoint_ready. Same idempotency_key returns the same machine.	No	No	Yes	Yes
`get_balance`The account balance (what it can pay now, what the running machines cost per hour, when the money runs out, whether rentals are paused and whether auto-recharge tops it up from a saved card) and this token's spend cap: the limit, what is committed, what is left, the longest rental allowed and when the token expires. Call it before long jobs and whenever an alert mentions the balance. Free; changes nothing.	The account balance (what it can pay now, what the running machines cost per hour, when the money runs out, whether rentals are paused and whether auto-recharge tops it up from a saved card) and this token's spend cap: the limit, what is committed, what is left, the longest rental allowed and when the token expires. Call it before long jobs and whenever an alert mentions the balance. Free; changes nothing.	No	Yes	Yes	Yes
`get_events`Events on your machines, newest first: machine.ready (with its SSH command), machine.ended (reason says why: evicted when its host took it back or stopped working, otherwise stopped, removal_time, out_of_funds, paused or failed) and machine.notice (its host will take it back or restart it at notice_at, stopped answering, or it failed). Check it when a machine stops answering, and after any alert on a tool result. Free; changes nothing.	Events on your machines, newest first: machine.ready (with its SSH command), machine.ended (reason says why: evicted when its host took it back or stopped working, otherwise stopped, removal_time, out_of_funds, paused or failed) and machine.notice (its host will take it back or restart it at notice_at, stopped answering, or it failed). Check it when a machine stops answering, and after any alert on a tool result. Free; changes nothing.	No	Yes	Yes	Yes
`get_instance`One machine now: state (PENDING or PROVISIONING while it boots, which is free; RUNNING when ssh_command works; then TERMINATED or FAILED), price per hour, ssh_command, removed_by, any notice from its host (host_notice and host_notice_at, host_down_since) and, once it ended, ended_reason (evicted when its host took it back). After rent_gpu, call it every 30-60 seconds until RUNNING. Free; changes nothing.	One machine now: state (PENDING or PROVISIONING while it boots, which is free; RUNNING when ssh_command works; then TERMINATED or FAILED), price per hour, ssh_command, removed_by, any notice from its host (host_notice and host_notice_at, host_down_since) and, once it ended, ended_reason (evicted when its host took it back). After rent_gpu, call it every 30-60 seconds until RUNNING. Free; changes nothing.	No	Yes	Yes	Yes
`get_market_summary`Live market summary by GPU family: cheapest price per GPU-hour, GPUs available and machines. Free; needs no token; changes nothing.	Live market summary by GPU family: cheapest price per GPU-hour, GPUs available and machines. Free; needs no token; changes nothing.	No	Yes	Yes	Yes
`get_partner_earnings`For partners (agents and people who bring customers to Arrakis): your partner codes with the link and a message to share, what each earns you (a share of what the customers you bring pay), the customers your codes brought (each with what they paid and earned you, and your link tag; never who they are), what you have earned, what is pending until those payments reach Arrakis or held before a cash-out, what you can cash out or move to your balance, any sales target with its progress, and whether the partner program is open to join. Free; changes nothing. Wherever you recommend Arrakis, say that you earn from referrals (the partner terms). Needs a token with the billing scope.	For partners (agents and people who bring customers to Arrakis): your partner codes with the link and a message to share, what each earns you (a share of what the customers you bring pay), the customers your codes brought (each with what they paid and earned you, and your link tag; never who they are), what you have earned, what is pending until those payments reach Arrakis or held before a cash-out, what you can cash out or move to your balance, any sales target with its progress, and whether the partner program is open to join. Free; changes nothing. Wherever you recommend Arrakis, say that you earn from referrals (the partner terms). Needs a token with the billing scope.	No	Yes	Yes	Yes
`instance_ssh_keys`List, add or take off the SSH keys that can log in to a running machine. With only instance_id: the keys on it (fingerprint, comment, the saved key's name). add_ssh_key_ids / add_public_keys: more keys can log in (a teammate's, a new laptop's), at once. remove_fingerprints: those keys can't log in any more (rotate a key: add the new one and remove the old one in one call); taking keys off takes up to half a minute, and at least one key must stay. Free: it changes no billing. Keys are never returned, only fingerprints.	List, add or take off the SSH keys that can log in to a running machine. With only instance_id: the keys on it (fingerprint, comment, the saved key's name). add_ssh_key_ids / add_public_keys: more keys can log in (a teammate's, a new laptop's), at once. remove_fingerprints: those keys can't log in any more (rotate a key: add the new one and remove the old one in one call); taking keys off takes up to half a minute, and at least one key must stay. Free: it changes no billing. Keys are never returned, only fingerprints.	Yes	No	Yes	Yes
`join_partner_program`Join the Arrakis partner program and get your own partner code, link and a message to share. The account earns a share of what the customers it brings pay, as cash (paid through Stripe to the person or company you act for, once they set up payouts in the console) or Arrakis credit you can spend on GPUs. Only join if the person or company you act for agrees: joining accepts the partner terms (terms_url from get_partner_earnings) for them. Pass the terms_version you read. Free; joining again returns the same code. Add ?tag=<label> to your link to tell your own channels apart. Needs a token with the billing scope.	Join the Arrakis partner program and get your own partner code, link and a message to share. The account earns a share of what the customers it brings pay, as cash (paid through Stripe to the person or company you act for, once they set up payouts in the console) or Arrakis credit you can spend on GPUs. Only join if the person or company you act for agrees: joining accepts the partner terms (terms_url from get_partner_earnings) for them. Pass the terms_version you read. Free; joining again returns the same code. Add ?tag=<label> to your link to tell your own channels apart. Needs a token with the billing scope.	No	No	Yes	Yes
`list_images`Images a machine can boot, for rent_gpu's template_id: the Arrakis images (PyTorch, CUDA toolkit, Ubuntu; SSH, login banner and tools built in), ready-to-use apps that open in a browser (app set: a gaming PC with Steam and Proton, a Linux desktop with Blender, ComfyUI, a private ChatGPT with Open WebUI and Ollama, JupyterLab, VS Code, a Docker box; graphics=true wants an RTX-class GPU), and the account's saved ones, with download size. Any other public image works through rent_gpu's image. Free; changes nothing.	Images a machine can boot, for rent_gpu's template_id: the Arrakis images (PyTorch, CUDA toolkit, Ubuntu; SSH, login banner and tools built in), ready-to-use apps that open in a browser (app set: a gaming PC with Steam and Proton, a Linux desktop with Blender, ComfyUI, a private ChatGPT with Open WebUI and Ollama, JupyterLab, VS Code, a Docker box; graphics=true wants an RTX-class GPU), and the account's saved ones, with download size. Any other public image works through rent_gpu's image. Free; changes nothing.	No	Yes	Yes	Yes
`list_instances`Every machine on the account with its state, price per hour, SSH command, removal time and any notice from its host. Check it at the start of a session: a machine left running keeps billing until its removal time. Free; changes nothing.	Every machine on the account with its state, price per hour, SSH command, removal time and any notice from its host. Check it at the start of a session: a machine left running keeps billing until its removal time. Free; changes nothing.	No	Yes	Yes	Yes
`list_ssh_keys`The SSH public keys saved on the account (name, fingerprint, id), for rent_gpu's ssh_key_ids and instance_ssh_keys' add_ssh_key_ids: every key picked can log in to the machine. New keys are saved in the console (SSH keys) or with POST /v1/ssh-keys. Free; changes nothing.	The SSH public keys saved on the account (name, fingerprint, id), for rent_gpu's ssh_key_ids and instance_ssh_keys' add_ssh_key_ids: every key picked can log in to the machine. New keys are saved in the console (SSH keys) or with POST /v1/ssh-keys. Free; changes nothing.	No	Yes	Yes	Yes
`plan_deploy`What serving a Hugging Face model takes, before anything is rented: the GPU memory it needs and the machines it fits on right now, best value first, each with its hourly price and a rough speed. Free; rents and changes nothing. Call it first whenever the person wants a model running (to chat with, call from code, generate images, video or speech, or run evals against), tell them the price, then deploy_model with the option's node_id and gpu_count.	What serving a Hugging Face model takes, before anything is rented: the GPU memory it needs and the machines it fits on right now, best value first, each with its hourly price and a rough speed. Free; rents and changes nothing. Call it first whenever the person wants a model running (to chat with, call from code, generate images, video or speech, or run evals against), tell them the price, then deploy_model with the option's node_id and gpu_count.	No	Yes	Yes	Yes
`rent_gpu`Rent one machine found by search_gpus, for work you run yourself over SSH (training, fine-tuning, batch jobs). To serve a model, use plan_deploy then deploy_model instead: one call sets up the machine, the engine and an OpenAI-compatible endpoint. COSTS MONEY: price per GPU-hour x GPUs, paid an hour at a time from when it starts running (booting is free) until terminate_instance or termination_hours, whichever comes first; worst_case_usd in the result is the most it can cost, and balance_covers_hours says how many hours the balance pays. It rents every GPU on the machine unless gpu_count says fewer (only some hosts allow that). Pass max_price_per_gpu_hour, normally the price search_gpus showed: if the live price is higher nothing is rented and the error gives the new price. Spot machines can be taken back by their host at any time. Boots the Arrakis PyTorch image unless template_id (list_images) or a public image is given; uses ssh_public_key, else ssh_key_id, else the account's first SSH key. Returns instance_id, state, the locked price, worst_case_usd and what to do next. Calling again with the same idempotency_key, or the same node_id and name within 10 minutes, returns the same machine instead of renting a second; use a new name for a second machine.	Rent one machine found by search_gpus, for work you run yourself over SSH (training, fine-tuning, batch jobs). To serve a model, use plan_deploy then deploy_model instead: one call sets up the machine, the engine and an OpenAI-compatible endpoint. COSTS MONEY: price per GPU-hour x GPUs, paid an hour at a time from when it starts running (booting is free) until terminate_instance or termination_hours, whichever comes first; worst_case_usd in the result is the most it can cost, and balance_covers_hours says how many hours the balance pays. It rents every GPU on the machine unless gpu_count says fewer (only some hosts allow that). Pass max_price_per_gpu_hour, normally the price search_gpus showed: if the live price is higher nothing is rented and the error gives the new price. Spot machines can be taken back by their host at any time. Boots the Arrakis PyTorch image unless template_id (list_images) or a public image is given; uses ssh_public_key, else ssh_key_id, else the account's first SSH key. Returns instance_id, state, the locked price, worst_case_usd and what to do next. Calling again with the same idempotency_key, or the same node_id and name within 10 minutes, returns the same machine instead of renting a second; use a new name for a second machine.	No	No	Yes	Yes
`schedule_removal`Change when a machine is removed automatically (ISO 8601, UTC). It bills until then, and removal deletes the machine and its disk. Use it to end a rental early when the job will finish sooner, or, with a token that has no spend cap, to extend a long run. A token with a spend cap can only move removal earlier.	Change when a machine is removed automatically (ISO 8601, UTC). It bills until then, and removal deletes the machine and its disk. Use it to end a rental early when the job will finish sooner, or, with a token that has no spend cap, to extend a long run. A token with a spend cap can only move removal earlier.	Yes	No	Yes	Yes
`search_gpus`Search GPU machines you can rent now at live prices: B300, B200, H200, RTX PRO 6000, RTX 5090, H100 and more. Free; changes nothing. Use it before rent_gpu and to answer what a GPU costs right now. Rows come best first: what the GPU can do (capability, H100 = 1.0), its price and how reliable its host is, with badges saying why (Reliable host, NVLink, or a warning such as a host taking it back soon); sort=price lists the cheapest first. pick is the first row with the reason, cheapest the lowest whole-machine price. Each row has node_id (for rent_gpu), gpu, gpu_count (rent_gpu rents all of them unless gpu_count says fewer; max_gpus 1 finds single-GPU machines), vram_gb per GPU, price_per_gpu_hour_usd, price_per_hour_usd for the whole machine, CPUs (and cpu, the model), RAM, disk, location, tier and network. Badges also say when renters rate a host low, it often fails to start or its GPUs are slow next to the same GPU elsewhere. Tiers: on_demand runs until its removal time; spot costs less but its host can take it back at any time, so use it only for work that saves checkpoints off the machine. Prices can move within a minute: pass the row's price to rent_gpu as max_price_per_gpu_hour. For multi-machine training add min_nic_gbps 400 and min_nics_per_gpu 1; null network fields were not reported.	Search GPU machines you can rent now at live prices: B300, B200, H200, RTX PRO 6000, RTX 5090, H100 and more. Free; changes nothing. Use it before rent_gpu and to answer what a GPU costs right now. Rows come best first: what the GPU can do (capability, H100 = 1.0), its price and how reliable its host is, with badges saying why (Reliable host, NVLink, or a warning such as a host taking it back soon); sort=price lists the cheapest first. pick is the first row with the reason, cheapest the lowest whole-machine price. Each row has node_id (for rent_gpu), gpu, gpu_count (rent_gpu rents all of them unless gpu_count says fewer; max_gpus 1 finds single-GPU machines), vram_gb per GPU, price_per_gpu_hour_usd, price_per_hour_usd for the whole machine, CPUs (and cpu, the model), RAM, disk, location, tier and network. Badges also say when renters rate a host low, it often fails to start or its GPUs are slow next to the same GPU elsewhere. Tiers: on_demand runs until its removal time; spot costs less but its host can take it back at any time, so use it only for work that saves checkpoints off the machine. Prices can move within a minute: pass the row's price to rent_gpu as max_price_per_gpu_hour. For multi-machine training add min_nic_gbps 400 and min_nics_per_gpu 1; null network fields were not reported.	No	Yes	Yes	Yes
`terminate_instance`Stop a machine now and delete it with everything on its disk; billing stops (the hour already started is paid). Copy results off first, for example with scp or rsync over its ssh_command. Cannot be undone; terminating a machine that already ended changes nothing.	Stop a machine now and delete it with everything on its disk; billing stops (the hour already started is paid). Copy results off first, for example with scp or rsync over its ssh_command. Cannot be undone; terminating a machine that already ended changes nothing.	Yes	No	Yes	Yes

Details

Registry status: Active
Published: Oct 31, 2026
Updated: Oct 31, 2026
Website: https://arrakis.goodailabs.com/agents⁠ (opens in a new tab)
Repository: Not given
Categories (suggested): Cloud and infrastructureSuggested categories are assigned automatically from the registry text and may be wrong. Verified operators can correct them.
GDPR: Not declared

Are you the operator? Claim this listing