SERVER

jobd

Rank #4,271

io.github.musharna/jobd

jobd is a self-hostable, GPU-aware job broker that queues and routes shell commands across your own machines — picking workers by available VRAM and tool tags, streaming logs back, and surviving across sessions. It ships native MCP integration, so agents can submit, monitor, and control long-running or GPU jobs as tools.

First listed
Jun 2, 2026
Last publish date
Jul 16, 2026
OVERVIEW

jobd is a Model Context Protocol (MCP) server published by musharna. It ranks #4,271 of 76,851 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. jobd is listed across 3 registries — Official MCP, Glama and PulseMCP, with 3 tracked versions. It was first listed on Jun 2, 2026 and most recently updated on Jul 16, 2026.

STANDING
#4,271of 76,851 tracked serversTop 10%

Ranks ahead of 72,580 of 76,851 servers on MCP Toplist.

CONNECT

Use jobd

Add jobd to any MCP client (Claude, Cursor, VS Code, …) with one of the configs below.

Python package (PyPI)
{
  "mcpServers": {
    "jobd": {
      "command": "uvx",
      "args": [
        "jobd"
      ],
      "env": {
        "JOBD_URL": "<your JOBD_URL>"
      }
    }
  }
}

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REGISTRIES

Listed on 3 registries

ORGANIZATION

musharna

Organization
Servers in org
4
Versions across org
8
MORE FROM THIS PUBLISHER

Other servers by musharna

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VERSIONS

Available versions (3)

0.5.7 · Jul 1, 20260.5.18 · Jul 13, 20260.5.27 · Jul 16, 2026Jul 1, 2026Jul 16, 2026
VersionPublished
0.5.27Jul 16, 2026
0.5.18Jul 13, 2026
0.5.7Jul 1, 2026
FAQ

Frequently asked questions

Who maintains jobd?
jobd is maintained by musharna, which publishes 4 MCP servers (8 total versions) tracked on MCP Toplist.
Is jobd listed on the Official MCP Registry?
Yes — jobd is listed on the Official MCP Registry, alongside Glama and PulseMCP.
How many versions does jobd have?
MCP Toplist tracks 3 versions of jobd, most recently published on Jul 16, 2026.
Where can I find the source code for jobd?
The source code for jobd is hosted at github.com/musharna/jobd.
EXPLORE
jobd - MCP Server #4,271 | MCP Toplist