QAmcp

Copied. Paste it into Claude Code, Cursor or Codex:Fetch and follow the instructions at https://qamcp.dev/setup.md to test my MCP server.

Your AI finds your server in your project, tests it with QAmcp, explains what's wrong in plain words, fixes it with your OK, and tests again. Read the instructions

SoonYour score can change any day. QAmcp Monitor tests your server every hour and emails you when it breaks.See what Monitor does →

Directory / Arrakis

Arrakis

Q: Is Arrakis MCP server safe?

QAmcp's test on 31 Oct 2026: No hidden instructions were found in its tool descriptions. Its error messages showed no secrets or internal details. 8 of its 13 tools are labeled read-only; the others may change or send things. Overall it scored 85/100 on 31 Oct 2026. A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

by arrakis.goodailabs.com · https://arrakis.goodailabs.com/mcp

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

13 tools✓ no account neededPricing: not listed

Visit website

85 /100

PASS · WITH NOTES

11 of 11 checks · 31 Oct 2026

Is Arrakis MCP server safe?

No hidden instructions were found in its tool descriptions.
Its error messages showed no secrets or internal details.
8 of its 13 tools are labeled read-only; the others may change or send things.
Overall it scored 85/100 on 31 Oct 2026.

A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

What it can do

13 tools, in the server's own words.

search_gpusread-only

Search GPU machines you can rent now at live prices: B300, B200, H200, RTX PRO 6000, RTX 5090, H100 and more.

get_market_summaryread-only

Live market summary by GPU family: cheapest price per GPU-hour, GPUs available and machines.

get_partner_earningsread-only

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 …

join_partner_program

Join the Arrakis partner program and get your own partner code, link and a message to share.

get_balanceread-only

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-recharg…

rent_gpu

Rent one machine found by search_gpus.

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 …

list_imagesread-only

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…

list_instancesread-only

Every machine on the account with its state, price per hour, SSH command, removal time and any notice from its host.

get_instanceread-only

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_…

get_eventsread-only

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 work…

terminate_instance

Stop a machine now and delete it with everything on its disk; billing stops (the hour already started is paid).

schedule_removal

Change when a machine is removed automatically (ISO 8601, UTC).

Test results

Safe mode: only tools labeled read-only were run. How the test works

!
Ready for the newest MCP version
1 warning
- !Uses an older MCP version (2025-11-25). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
note
!
Every tool is described
4 warnings
- !search_gpus: Inputs with no description: limit
- !get_instance: Inputs with no description: instance_id
- !terminate_instance: Inputs with no description: instance_id
- !schedule_removal: Inputs with no description: instance_id
note
!
Fast enough
1 warning
- !get_market_summary: Slowest tool: get_market_summary (5.2 s): users will notice the wait
- and 3 more
note
✓
ConnectsConnected in 751 ms
pass
✓
Lists its toolsFound 13 tools
pass
✓
Tools are labeled safe or dangerousEvery tool has a safety label
pass
✓
No hidden instructionsNo hidden instructions found in tool descriptions
pass
✓
Tools work with good inputs
All good
- ✓search_gpus: Answered with an error, probably because of our sample input: this tool needs an Arrakis API token. get_market_summary works without one. The person creates a token at https://arrakis.goodailabs.com/co…
- ✓get_market_summary: Worked (5.2 s)
- ✓get_partner_earnings: Answered with an error, probably because of our sample input: this tool needs an Arrakis API token. get_market_summary works without one. The person creates a token at https://arrakis.goodailabs.com/co…
- ✓get_balance: Answered with an error, probably because of our sample input: this tool needs an Arrakis API token. get_market_summary works without one. The person creates a token at https://arrakis.goodailabs.com/co…
- ✓list_images: Answered with an error, probably because of our sample input: this tool needs an Arrakis API token. get_market_summary works without one. The person creates a token at https://arrakis.goodailabs.com/co…
- ✓list_instances: Answered with an error, probably because of our sample input: this tool needs an Arrakis API token. get_market_summary works without one. The person creates a token at https://arrakis.goodailabs.com/co…
- ✓get_instance: Answered with an error, probably because of our sample input: this tool needs an Arrakis API token. get_market_summary works without one. The person creates a token at https://arrakis.goodailabs.com/co…
- ✓get_events: Answered with an error, probably because of our sample input: this tool needs an Arrakis API token. get_market_summary works without one. The person creates a token at https://arrakis.goodailabs.com/co…
- and 5 more
pass
✓
Bad inputs give a clean error
All good
- ✓search_gpus: Refused wrong type for "gpu_type" with a clear error
- ✓get_instance: Refused missing required input "instance_id" with a clear error
- ✓get_instance: Refused wrong type for "instance_id" with a clear error
- ✓get_events: Refused wrong type for "since" with a clear error
pass
✓
No secrets leakedChecked 11 error messages: no secrets or internal details
pass
✓
Follows MCP best practices (not scored yet)Tool names, safety labels and tool list size follow the MCP guide
pass
–
Tools work togetherNo tool's answer could be fed into another tool, so there were no chains to test (not counted either way)
not tested

Test it yourself

Free and open source. Same checks, same score.

npx qamcp-cli https://arrakis.goodailabs.com/mcp

Show this score on GitHub

Free for every server in the directory. Paste this into your README: the badge shows the score from our latest test.

[![QAmcp score](https://qamcp.dev/s/com-goodailabs-arrakis.svg)](https://qamcp.dev/s/com-goodailabs-arrakis.html)

Score over time

31 Oct 202685

One test so far. New tests will show here.

Reviews

Coming soon: reviews from people who use Arrakis, signed in with GitHub, one per person. Reviews never change the score.

Is this your server? Get an alert the moment it breaks.

QAmcp Monitor (coming soon) tests it every hour and emails you when it goes down, the score drops, a tool changes or a secret leaks. You'll also be able to claim this page and get a verified owner mark. Founding price: $19/month for life for the first 50 teams.

Have a concern, or want it removed? Ask us and we'll take it off the list. How the directory works