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Write a reviewWhy it got a C
CloudGPU's own MIT-licensed Node.js server (npm cloudgpu-mcp, first published 2026-10-27). It runs on your computer and rents GPUs by the minute from CloudGPU, a prepaid marketplace whose hardware comes from third-party suppliers: get a live quote, rent, upload code and data over SFTP, run commands, read logs, download the results, destroy the GPU. Renting needs a quote and a user_confirmed flag, but the AI sets that flag itself, so keep your client's approval prompt on for create_instance and run_job. The real limits sit on CloudGPU's side: every GPU gets a budget (at most $50 unless you raise CLOUDGPU_MAX_SPEND_USD), a time limit (24 hours by default) and a 60-minute idle shutdown, and your prepaid balance is the hard ceiling. stop_instance and cancel_job destroy the GPU and stop billing. Prefer the connect_account key, which has its own total spend limit, GPU count and expiry, over a full account key; CLOUDGPU_READ_ONLY=1 keeps only the look-up tools. Don't upload anything you wouldn't hand to the GPU's host. No advisories on record. Biggest deduction: run_command and run_job run whatever bash the AI writes, as root on the rented GPU, and download can save files to any folder on your computer.
How to connect
// ~/.cursor/mcp.json or .cursor/mcp.json (README)
{ "mcpServers": { "cloudgpu": { "command": "npx", "args": ["-y", "cloudgpu-mcp"],
"env": { "CLOUDGPU_API_KEY": "cgw-sk-..." } } } }
claude mcp add cloudgpu -- npx -y cloudgpu-mcp
Is CloudGPU MCP Server safe?
Is CloudGPU MCP Server safe to use?
CloudGPU MCP Server grades C (usable with care). Login is required, but access is coarse: one sign-in or key covers more than your agent needs, so grant the narrowest account you can. Upkeep is hard to verify (closed source or a single maintainer), so pin the version you tested. It can run model-controlled code or uses a plaintext remote connection, so run it isolated with no credentials.
Does CloudGPU MCP Server have known vulnerabilities?
Not in our current data: it has no open CVEs or advisories. We re-check as new ones are published.
Does CloudGPU MCP Server support authentication?
Yes. It requires a login, so access can be tied to a person or a scoped key.
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