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Massed Compute MCP

by Massed-Computeversion 1.1.0i★ –iComputer or cloud
Registry nameio.github.Massed-Compute/mcp

Install

Overview

Description from the maker (original English)

Massed Compute MCP — GPU inventory, VM lifecycle, billing, SSH keys, and setup recipes.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Computer or cloud
  • Transport: stdio, Streamable HTTP
  • Category: Online shops & payments
  • You need to fill in: MASSED_COMPUTE_API_KEY, Authorization

Install

Pick the AI app you use, then copy the settings.

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on the maker’s server: what you ask it goes through their server.
  • You fill in yourself: MASSED_COMPUTE_API_KEY, Authorization

Values marked secret are keys to your account. Never share them or paste them into a chat.

You need

  • Runs in the cloudNothing to install; it connects over the internet
  • npmNode.js installed (for the npx command)

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Or run it on your computer

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "massed-compute": {
      "command": "npx",
      "args": [
        "-y",
        "massed-compute-mcp"
      ],
      "env": {
        "MASSED_COMPUTE_API_KEY": "your-value"
      }
    }
  }
}

Run this in your terminal

claude mcp add --transport http massed-compute https://vm.massedcompute.com/api/mcp --header 'Authorization: your-value'

Or run it on your computer

claude mcp add massed-compute --env MASSED_COMPUTE_API_KEY=your-value -- npx -y massed-compute-mcp

Fill in the empty values before running it.

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "massed-compute": {
      "url": "https://vm.massedcompute.com/api/mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Or run it on your computer

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "massed-compute": {
      "command": "npx",
      "args": [
        "-y",
        "massed-compute-mcp"
      ],
      "env": {
        "MASSED_COMPUTE_API_KEY": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "massed-compute": {
      "type": "http",
      "url": "https://vm.massedcompute.com/api/mcp",
      "headers": {
        "Authorization": "your-value"
      }
    }
  }
}

Or run it on your computer

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "massed-compute": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "massed-compute-mcp"
      ],
      "env": {
        "MASSED_COMPUTE_API_KEY": "your-value"
      }
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

  • MASSED_COMPUTE_API_KEY secret env
    Your Massed Compute API key (Bearer token). Generate at https://vm.massedcompute.com/settings/api. Optional — `massed-compute-mcp init` provides an interactive first-run flow that prompts for the key…
  • Authorization secret required HTTP header
    Your Massed Compute API key as a Bearer token (include the 'Bearer ' prefix). Generate one at https://vm.massedcompute.com/settings/api — use a read-only key for analysis-only assistants so destructi…

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account Massed-Compute, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • … Not checked yet

    Endpoint responds

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    Sign-in with OAuth

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    No hidden instructions in tool descriptions

    Not checked yet; we read the tool list when we check the endpoint

Compared with others in Online shops & paymentsi

  • More stars than 0% of the other 1744 servers in this category
  • Published to the registry more recently than 24% of the other 1744 servers in this category
  • Basic checks equal to or better than 100% of the other 1744 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Massed Compute MCP safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: MASSED_COMPUTE_API_KEY, Authorization

Does it run on my computer or in the cloud?

Either way works: install it on your computer or connect to the cloud version.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.1.0) reached the registry 3 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spree Commerce: open-source B2B and marketplace ecommerce, Stripe MCP, MCP Cn Commerce

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Stripe MCP

by stripe

Stripe’s official server lets AI view and manage customers, products, payments and invoices. Connect to Stripe’s cloud and sign in with OAuth.

Runs in the cloud★ 2,043MITUpdated 12 months ago
Install

MCP Cn Commerce

by TonyWang-hub

8 read-only MCP platform entries; support is operation-specific; merchant live acceptance pending

Runs on your computer★ 96MITUpdated 27 days ago
Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

Massed Compute MCP Server

A Model Context Protocol server that lets AI assistants — Claude, Cursor, Codex, ChatGPT, and other MCP-compatible clients — interact with your Massed Compute account: browse GPU inventory, launch and manage VMs, audit billing, discover setup recipes.

Contents

  • Overview
  • Installation
  • Verifying the connection
  • CLI reference
  • Key resolution
  • Resources
  • License

Overview

The packages published from this repo are a verbatim proxy of the public MCP endpoint at https://vm.massedcompute.com/api/mcp — zero added surface. Every JSON-RPC message (initialize, tools/list, tools/call, resources/list, resources/read, ping, …) is forwarded unchanged with your stored API key injected as a Bearer header, and responses come back unchanged. Nothing is added, renamed, filtered, or rewritten on the way through:

  • The hosted endpoint owns the catalog. Tools, resources, schemas, and descriptions come from the live endpoint — the local package never goes stale when new capabilities (like setup recipes) ship upstream.
  • The hosted endpoint owns security. Key-scope enforcement (read-only keys hide destructive tools) and credential redaction happen server-side, identically for every client.
  • What the local package adds is exactly what a stdio client needs: a stdio↔streamable-HTTP bridge, OS-conventional storage for your API key (0600 on POSIX), and one-shot client wiring via init.

Issue a read-only key for analysis-only assistants and the endpoint rejects destructive tool calls (launch, restart, terminate, SSH-key changes) at call time. Works with Claude Code, Claude Desktop, Cursor, and Codex. Run massed-compute-mcp tools to print the live catalog — GPU inventory, VM images, instance lifecycle, coupons, billing, SSH keys, and setup recipes.

Beyond raw tools, Massed Compute publishes Agent Skills — markdown workflow templates for common operations like GPU selection and cost auditing. Full docs at vm-docs.massedcompute.com/docs/category/mcp.

Installation

Step 1. Get your API key

Open vm.massedcompute.com/settings/api, create a key (read-only for analysis-only assistants; full-access to allow launch / restart / terminate / SSH-key changes), copy it.

Step 2. Pick an install path
  • Hosted endpoint — point your client at the streamable-HTTP URL, zero install
  • Local CLI — runs on your machine, key stored in your OS config dir
Hosted endpoint

The local packages proxy this endpoint verbatim, so pointing your client straight at it gives you the identical catalog with nothing to install. Pick the snippet for your client:

Claude Code

claude mcp add --transport http massed-compute \

https://vm.massedcompute.com/api/mcp \ --header "Authorization: Bearer MC_TOKEN"

Cursor — ~/.cursor/mcp.json

{

"mcpServers": { "massed-compute": { "url": "https://vm.massedcompute.com/api/mcp", "headers": { "Authorization": "Bearer MC_TOKEN" } } } }

Codex — ~/.codex/config.toml

[mcp_servers.massed-compute]

url = "https://vm.massedcompute.com/api/mcp" bearer_token_env_var = "MC_TOKEN" enabled = true

Claude Desktop

Claude Desktop does not yet speak streamable-HTTP MCP, so use mcp-remote as a stdio↔HTTP bridge. Config at ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{

"mcpServers": { "massed-compute": { "command": "npx", "args": [ "-y", "mcp-remote", "https://vm.massedcompute.com/api/mcp", "--header", "Authorization: Bearer MC_TOKEN" ] } } }

Local CLI

Install via whichever ecosystem you prefer:

npm install -g massed-compute-mcp     # Node >= 20

or

pip install massed-compute-mcp # Python >= 3.10

or

uv tool install massed-compute-mcp # fast Python install via uv

Run one-shot setup:

massed-compute-mcp init

init prompts for the key, validates it upstream, stores it at 0600 (POSIX), detects installed MCP clients (Claude Code, Cursor, Claude Desktop, Codex), and offers to wire each one. A timestamped backup is taken before any client edit. Restart wired clients to pick up the tools.

Config file location:

  • Linux: $XDG_CONFIG_HOME/massed-compute/config.json (falls back to ~/.config/...)
  • macOS: ~/Library/Application Support/massed-compute/config.json
  • Windows: %APPDATA%\massed-compute\config.json

Non-interactive (CI / scripts):

# Key from env, auto-wire every detected client

MASSED_COMPUTE_API_KEY= massed-compute-mcp init --yes

Key from a file, wire only specific clients

massed-compute-mcp init --token-file ~/keys/mc --yes --clients claude-code,cursor

Store the key only; don't touch any client config

massed-compute-mcp init --yes --no-install-clients

Add or remove a client later:

massed-compute-mcp install-client cursor       # claude-desktop | codex | claude-code

massed-compute-mcp uninstall-client cursor

install-client is idempotent — re-running when the entry already matches is a silent no-op.

Verifying the connection

massed-compute-mcp doctor

doctor confirms the stored key still works, prints the tool catalog, and shows copy-pasteable snippets for any clients you didn't auto-wire. Or just ask your assistant *"Validate my Massed Compute API key."* — a { message: "Valid Token" } response confirms the wiring.

CLI reference

CommandWhat it does
massed-compute-mcp *(no args)*Run the MCP server over stdio
massed-compute-mcp initFirst-run setup: prompt, validate, store, wire clients
massed-compute-mcp doctorVerify the stored key and print client snippets
massed-compute-mcp install-client Wire a single client (claude-code, cursor, claude-desktop, codex)
massed-compute-mcp uninstall-client Remove our entry from a client config
massed-compute-mcp config showPrint resolved config path, masked key, resolution chain
massed-compute-mcp logoutDelete the stored API key
massed-compute-mcp tools [--json]Fetch and print the live tool catalog from the hosted endpoint
massed-compute-mcp versionPrint the version

Key resolution

When the server starts, the API key is taken from the first source that provides one:

  1. --token CLI flag
  2. --token-file CLI flag (first line, trimmed)
  3. MASSED_COMPUTE_API_KEY environment variable
  4. Stored config file written by init

If none of those are set, the server exits non-zero with a pointer to massed-compute-mcp init. Override the upstream with MASSED_COMPUTE_API_BASE_URL (default https://vm.massedcompute.com).

Resources

License

MIT — see LICENSE.

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