SERVER

Massed Compute MCP Server

Rank #34,486

io.github.Massed-Compute/mcp

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

2 versions

1 GitHub stars

by massed-compute (1 servers)View repository ↗

First listed

May 19, 2026

Last publish date

Jul 31, 2026

PURPOSE

What you can do with Massed Compute MCP Server

Massed Compute MCP Server is a Model Context Protocol (MCP) server published by massed-compute. It ranks #34,486 of 150,963 active servers on MCP Toplist, and its repository has 1 GitHub stars. Massed Compute MCP Server is listed across 4 registries — Official MCP, PulseMCP, Glama and mcp.so, with 2 tracked versions. It was first listed on May 19, 2026 and most recently updated on Jul 31, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Massed Compute MCP Server can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Massed Compute MCP Server

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by mcp.so, last synced Oct 22, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

MASSED_COMPUTE_API_KEY · optional

Hosted endpoint declared as requiring authentication.

INSTALLATION AND FIRST TASK

Connect Massed Compute MCP Server and confirm it works

Remote · HTTP

claude mcp add --transport http massed-compute https://vm.massedcompute.com/api/mcp

This endpoint requires authentication — see the server’s docs for credentials.

npm package

claude mcp add massed-compute -e "MASSED_COMPUTE_API_KEY=<your MASSED_COMPUTE_API_KEY>" -- npx -y massed-compute-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

claude mcp add massed-compute -e "MASSED_COMPUTE_API_KEY=<your MASSED_COMPUTE_API_KEY>" -- uvx massed-compute-mcp

Replace each placeholder with your own value before saving.

Remote · HTTP

[mcp_servers.massed-compute]
url = "https://vm.massedcompute.com/api/mcp"

Add to ~/.codex/config.toml. This endpoint requires authentication — see the server’s docs for credentials.

npm package

[mcp_servers.massed-compute]
command = "npx"
args = ["-y", "massed-compute-mcp"]

[mcp_servers.massed-compute.env]
MASSED_COMPUTE_API_KEY = "<your MASSED_COMPUTE_API_KEY>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.massed-compute]
command = "uvx"
args = ["massed-compute-mcp"]

[mcp_servers.massed-compute.env]
MASSED_COMPUTE_API_KEY = "<your MASSED_COMPUTE_API_KEY>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Remote · HTTP

https://vm.massedcompute.com/api/mcp

Settings → Connectors → “Add custom connector”, then paste this URL. This endpoint requires authentication — see the server’s docs for credentials.

npm package

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

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "massed-compute": {
      "command": "uvx",
      "args": [
        "massed-compute-mcp"
      ],
      "env": {
        "MASSED_COMPUTE_API_KEY": "<your MASSED_COMPUTE_API_KEY>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "massed-compute": {
      "url": "https://vm.massedcompute.com/api/mcp"
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). This endpoint requires authentication — see the server’s docs for credentials.

npm package

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

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "massed-compute": {
      "command": "uvx",
      "args": [
        "massed-compute-mcp"
      ],
      "env": {
        "MASSED_COMPUTE_API_KEY": "<your MASSED_COMPUTE_API_KEY>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Remote · HTTP

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

Save as .vscode/mcp.json in your workspace. This endpoint requires authentication — see the server’s docs for credentials.

npm package

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

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "massed-compute": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "massed-compute-mcp"
      ],
      "env": {
        "MASSED_COMPUTE_API_KEY": "<your MASSED_COMPUTE_API_KEY>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "massed-compute": {
      "serverUrl": "https://vm.massedcompute.com/api/mcp"
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. This endpoint requires authentication — see the server’s docs for credentials.

npm package

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

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "massed-compute": {
      "command": "uvx",
      "args": [
        "massed-compute-mcp"
      ],
      "env": {
        "MASSED_COMPUTE_API_KEY": "<your MASSED_COMPUTE_API_KEY>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Remote · HTTP

{
  "mcpServers": {
    "massed-compute": {
      "url": "https://vm.massedcompute.com/api/mcp"
    }
  }
}

This endpoint requires authentication — see the server’s docs for credentials.

npm package

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

Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "massed-compute": {
      "command": "uvx",
      "args": [
        "massed-compute-mcp"
      ],
      "env": {
        "MASSED_COMPUTE_API_KEY": "<your MASSED_COMPUTE_API_KEY>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: May 19, 2026
Latest version published: Jul 31, 2026
Version history: 2 versions tracked (below)
Requirements evidence: Declared by mcp.so, last synced Oct 22, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 22, 2026

Registry sightings

PulseMCP ↗listed since May 22, 2026 · still listed
Glama ↗listed since Jun 10, 2026 · still listed
mcp.so ↗listed since Jun 11, 2026 · still listed
Official MCP ↗listed since Jul 24, 2026 · still listed

Do you maintain Massed Compute MCP Server? to correct or enrich this profile.

VERSIONS

Available versions (2)

Version	Published
1.1.0	Jul 31, 2026
1.0.2	May 19, 2026

STANDING

#34,486of 150,963 active serversTop 25%

Ranks ahead of 116,477 of 150,963 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.Massed-Compute%2Fmcp.svg)](https://mcptoplist.com/server/io.github.Massed-Compute%2Fmcp)

HTML

<a href="https://mcptoplist.com/server/io.github.Massed-Compute%2Fmcp"><img src="https://mcptoplist.com/badge/io.github.Massed-Compute%2Fmcp.svg" alt="MCP Toplist: Top 25% of 150,963" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Massed Compute MCP Server?: Massed Compute MCP Server is maintained by massed-compute, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
Is Massed Compute MCP Server listed on the Official MCP Registry?: Yes — Massed Compute MCP Server is listed on the Official MCP Registry, alongside PulseMCP, Glama and mcp.so.
How many versions does Massed Compute MCP Server have?: MCP Toplist tracks 2 versions of Massed Compute MCP Server, most recently published on Jul 31, 2026.
Where can I find the source code for Massed Compute MCP Server?: The source code for Massed Compute MCP Server is hosted at github.com/massed-compute/massed-compute-mcp.

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