Overview
The Massed Compute MCP server lets AI assistants like Claude, Cursor, Codex, and ChatGPT interact with your Massed Compute account on your behalf — listing GPU inventory, launching and managing instances, auditing billing — all using the same API key you'd use from a script.
No SDK, no custom code. Your AI client speaks the Model Context Protocol, and our server translates.
What you can do with it
- "What's running right now?" Ask your assistant to list your instances, regions, and hourly cost without leaving your editor.
- "Spin up an H100 for this notebook." Have Claude or Cursor pick a GPU matching your workload, deploy it, wait for boot, and hand you the SSH command.
- "What's the cheapest way to fine-tune Llama 3 70B?" Get a recommendation grounded in our live inventory and pricing — no manual table-comparing.
Server details
| Field | Value |
|---|---|
| Endpoint | https://vm.massedcompute.com/api/mcp |
| Auth | Authorization: Bearer <your-api-token> |
Before you connect
- Create an API key. Go to vm.massedcompute.com/settings/api.
- Pick the right scope. Use read-only when you want the AI to look at things — fleet, billing, SSH keys. Use full when you want it to create or terminate.
Next steps
- Set up your client — copy-pastable config for Claude Code, Cursor, Codex, and Claude Desktop.
- Tools reference — what your AI assistant can do, with example prompts.
- Agent Skills — downloadable workflow guides for GPU selection, multi-VM launches, cost audits, and safe cleanup.
- Troubleshooting — common issues and fixes.