Server providing Argo CD integration for MCP clients.
Nothing to run from here
Arrakis is installed from its publisher's own source and answers where it runs, so this marketplace is not in the path of a single call. There is no address here to send one to, and a panel that pretended otherwise would be showing you an answer we made up. Install it and call it from your own client — the Installation tab has the entry for each one.
92/100
tool-list score
13
tools declared
remote
at its publisher
—
calls last 7d
What it does
Rent GPUs at live prices and serve any Hugging Face model, with spend caps for AI agents.
Quickstart
# 1 — add it to Claude Code
claude mcp add --scope user --transport http arrakis-mcp https://arrakis.goodailabs.com/mcp --header 'Authorization: Bearer ${TOKEN}'
# 2 — ask your agent for something these tools do
# search_gpus, get_market_summary, get_partner_earnings and 10 more
It needs TOKEN (An Arrakis API token (ark_...) from the console's API & agents page. The market summary and the tool list answer without one): this sends it in the Authorization header from your environment, so export it first — its endpoint answers 401 without it.
Arrakis costs nothing on mcprush: there is no plan to choose here, no cap to set and nothing mcprush can bill you for.
Publishernot claimed
GOAll 1 server
goodailabs1 server
1 category
Collected from a public index. Nobody has claimed this account, so nothing here was written by its author — claim it if it is yours.
Installation
Where are you running it?
Every route below installs the same thing and ends at the same approval screen. Nothing here runs on your machine and nothing runs on ours: this server answers at its publisher’s own address, and what you install is the connection straight to it.
Claude Codedeclared by this listing
This is a public server: it answers at its publisher’s own address and this marketplace is not in the path. Claude Code registers it in one command; --scope user makes it available in every project. The transport below is http, as the publisher's own manifest declares it. Claude Code reads TOKEN (An Arrakis API token (ark_...) from the console's API & agents page. The market summary and the tool list answer without one) from your environment each time it connects and sends it in the Authorization header — its endpoint answers 401 without it — so the key stays out of its config: export it in your shell profile (macOS, Linux), or run setx TOKEN … and open a new terminal (Windows).
claude mcp add --scope user --transport http arrakis-mcp https://arrakis.goodailabs.com/mcp --header 'Authorization: Bearer ${TOKEN}'Reconnect, or start a new session, and the tools appear in the model’s tool list.
Free on mcprush, and it answers at its publisher’s own address: this marketplace is not in the path, so there is no key of ours to hold and no card to add — but its publisher asks for a key of their own on every call.
What it asks of you
Nothing is required, but it can take Authorization header (An Arrakis API token (ark_...) from the console's API & agents page. The market summary and the tool list answer without one.) if you want to set it.
What it writes
One config entry pointing straight at the publisher’s own address — this marketplace is not in the path, and nothing from this listing executes on your machine.
What you approve
13 tools, with what each one reads, writes and reaches shown before you agree — the same list on every route above. Read the tool surface.
Tool surface
What the model actually sees. Descriptions are diffed on every release — see version history.
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
| Parameter | Type | Required | Notes |
|---|---|---|---|
| gpu_type | string | no | GPU family, for example H100. |
| min_gpus | integer | no | Only machines with at least this many GPUs. |
| max_gpus | integer | no | Only machines with at most this many GPUs; 1 for a single-GPU job. |
| min_vram_gb | number | no | Only GPUs with at least this much memory each. |
| max_price_per_gpu_hour | number | no | Price ceiling in USD per GPU-hour. |
| country | string | no | Two-letter country code, for example US or DE. |
| tier | string | no | Only this tier. Default: all. |
| min_nic_gbps | number | no | RDMA NICs at least this fast, Gb/s (400, 800). |
| min_nics_per_gpu | number | no | RDMA NICs per GPU; 1 = one NIC per GPU. |
| nic_type | string | no | Only this NIC type. |
| gpudirect_rdma | boolean | no | true: only machines whose market reports GPUDirect RDMA. |
| sort | string | no | recommended (default), price (cheapest first), value (capability per dollar on a trusted host) or capability (fastest GPU first). |
| limit | integer | no | — |
Live market summary by GPU family: cheapest price per GPU-hour, GPUs available and machines. Free; needs no token; changes nothing.
No parameter schema on file.
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-o
No parameter schema on file.
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
| Parameter | Type | Required | Notes |
|---|---|---|---|
| terms_version | string | yes | The partner terms version you read (get_partner_earnings returns it). |
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
No parameter schema on file.
Rent one machine found by search_gpus. 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 (on
| Parameter | Type | Required | Notes |
|---|---|---|---|
| node_id | string | yes | node_id from search_gpus. |
| name | string | yes | A name you will recognise. |
| termination_hours | integer | yes | Hours until the machine is removed automatically. |
| gpu_count | integer | no | GPUs to rent on that machine. Default: all of them (the whole machine); fewer works only on hosts that allow splitting. |
| template_id | string | no | Image to boot: an id from list_images. Default: the Arrakis PyTorch image (SSH, login banner and tools built in). |
| image | string | no | Or any public image as docker pull takes it, e.g. vllm/vllm-openai:v0.11.0 or nvcr.io/nvidia/pytorch:25.01-py3 (x86-64). Checked with its registry before anything is charged. Not with template_id. |
| start | string | no | With image: idle (default) keeps the machine waiting for SSH; image runs the image's own command (server images such as vLLM). Reach a server with ssh -L 8000:localhost:8000. |
| ssh_public_key | string | no | Your SSH public key, for example the contents of ~/.ssh/id_ed25519.pub. |
| ssh_key_id | string | no | Id of an SSH key saved on the account. |
| idempotency_key | string | no | Reuse when retrying. |
| max_price_per_gpu_hour | number | no | The most to pay per GPU-hour (USD). If the live price is higher, nothing is rented. |
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 m
| Parameter | Type | Required | Notes |
|---|---|---|---|
| model | string | yes | A Hugging Face model id or link, for example Qwen/Qwen3-8B; for llama.cpp, owner/repo:QUANT picks one GGUF file. |
| engine | string | no | Default vllm. omni = vLLM-Omni (image, video, speech, audio). |
| termination_hours | integer | yes | Hours until the machine is removed automatically. |
| hf_token | string | no | A Hugging Face token, for a gated or private model. |
| node_id | string | no | A machine from search_gpus. Default: the one sized for the model. |
| gpu_count | integer | no | GPUs of it to rent. Default: the fewest that hold the model. |
| name | string | no | A name you will recognise. |
| ssh_public_key | string | no | Your SSH public key. Default: the account's first saved key. |
| extra_args | string | no | The person's own engine options, as they'd paste them: flags, the whole command, or a docker run line (--max-model-len 32768). Read without a shell; the address, key and model stay Arrakis's. |
| max_price_per_gpu_hour | number | no | The most to pay per GPU-hour (USD). |
| idempotency_key | string | no | Reuse when retrying. |
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) and the account's saved ones, with download size. Any other public image works through rent_gpu's image. Free; changes nothing.
No parameter schema on file.
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 parameter schema on file.
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 n
| Parameter | Type | Required | Notes |
|---|---|---|---|
| instance_id | string | yes | — |
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 o
| Parameter | Type | Required | Notes |
|---|---|---|---|
| since | string | no | Only events after this ISO 8601 time. Default: 30 days. |
| limit | integer | no | Default 20. |
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.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| instance_id | string | yes | — |
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.
| Parameter | Type | Required | Notes |
|---|---|---|---|
| instance_id | string | yes | — |
| at | string | yes | When to remove it, for example 2026-10-13T18:00:00Z. |
Free
$0 forever
- Every tool — any call limit is its publisher’s, not ours
- No card, and mcprush charges nothing for it
- Runs at its publisher’s own address — this marketplace is not in the path
- Nothing to cap, because mcprush bills nothing
What counts against your monthly calls
| Tool | Unit | Calls used | Out of the allowance |
|---|
Nothing here is billable: mcprush charges nothing to install Arrakis or to call it, at any volume.
Call allowance · this installenforced at the gateway
Monthly allowance, in calls
—
—
Alert at 80% · then the tool returns a normal MCP error
Used this month: —
ATool-list grade · score 92 / 100
Release 0.1.0 · scanned 1 Nov 2026
Graded from the tools this server lists, not from its source code.
Two independent axes, because powerful and malicious are different questions. The grade is threat only. The capability level is blast radius, and it is never a penalty on the grade — it is priced as one subtract-only term in the score, where you can see it.
Threat score99
Client score92
Findings1 threat · 1 capability
Capabilitymoderate
Coveragemanifest
Verificationnot in this report
Surface digest6cbe3abfe507c7b7dc8ee058164658b431d4bfbdfff62b6eac085c852424c227
Score vectorthreat 99 → client 92
| Term | Level | What it prices | Points |
|---|---|---|---|
| capability-exposure | moderate | capability blast radius (moderate) — client exposure if the model is manipulated | −3 |
| coverage-honesty | manifest | inspection depth (manifest) — how much of the target the scan could see | −4 |
score = clamp(round(threatScore − E_cap − E_ver − E_cov), 0, 100). No model, no opinion, no network call at scoring time: the same methodology version against the same bytes always produces this number, and every line above is a field of the report rather than a summary of it.
What the scan could actually read
A grade is only as meaningful as its coverage, so the scanner publishes its own depth before it publishes its result.
The scan read each tool’s name, description, input schema and annotations exactly as the server listed them the last time it answered us; no code was reviewed. We ask the server again about once a month, and a list that changed is graded again.
Tool surfaceread
Implementation sourcenot available
Package metadatanot available
Live transportnot available
The implementation source was not read — this reflects the declared tool metadata only.
Capability — what it could do if the model were manipulated
Tags derived from each tool’s schema and the implementation, not from what the tool calls itself. moderate is the level these add up to.
| Tool | Capability tags | Why the tag was assigned |
|---|---|---|
| search_gpus | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| get_market_summary | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| get_partner_earnings | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| join_partner_program | external-sink | external-sink: declares readOnlyHint: false, openWorldHint: true |
| get_balance | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| rent_gpu | external-sink | external-sink: declares readOnlyHint: false, openWorldHint: true |
| deploy_model | external-sink | external-sink: declares readOnlyHint: false, openWorldHint: true |
| list_images | untrusted-input | untrusted-input: keyword "download", declares openWorldHint: true (interacts with entities outside the server) |
| list_instances | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| get_instance | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| get_events | untrusted-input | untrusted-input: declares openWorldHint: true (interacts with entities outside the server) |
| terminate_instance | external-sink | external-sink: declares readOnlyHint: false, destructiveHint: true, openWorldHint: true |
| schedule_removal | external-sink | external-sink: declares readOnlyHint: false, destructiveHint: true, openWorldHint: true |
Toxic-flow graph
The lethal trifecta, checked as a graph rather than as a checklist: untrusted input, a sensitive source and an external sink have to meet before there is a path worth worrying about.
flow-1
Untrusted input can drive an external action even though no sensitive source is exposed.
Supply chain and provenance
Integrityfirst-seen
Surface digest6cbe3abfe507c7b7
Scanned2026-11-01
This is the first scan of this surface here, so there is nothing yet to compare it against.
Every result on this tab comes from one deterministic pass over the published package — offline, rule by rule, and auditable line by line above. Same methodology version, same bytes, same score.
Release history
This is an address its publisher runs: which release it serves is theirs to choose, so there is nothing here to pin. The history below is for reading; the current release on file is 0.1.0.
0.1.0
undated
latestNo release note was published with this version.
—
no reviews yet
Who can review
One review per account, from a signed-in account that does not publish this listing. Nothing else is asked — you can say what you think before you install it. Publishers can reply once per review, and a review can be edited or deleted by whoever wrote it.
Sign in to write one
Any signed-in account that does not publish Arrakis can review it, once — before installing it or after. A review from an account that has installed it is marked as one.
No reviews yet
Nobody has reviewed this listing. The rating on the card is the mean of the reviews written here and nothing else, so there is no rating until somebody writes the first — which takes a signed-in account that does not publish it, and nothing else.