MCP Servers

musharna/jobd

Self-hostable GPU-aware job broker for your own machines, with native MCP/agent integration

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Our verdict

Not reviewed yet

We have not reviewed musharna/jobd yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About musharna/jobd

jobd is a self-hostable job broker that manages GPU-aware workloads across your own machines. It uses a Python queue system and provides native MCP/agent integration for coordinating distributed tasks.

Best for

Developers needing a private, GPU-aware job broker that can plug into agent systems

Use cases

Distribute GPU-intensive jobs across a cluster of local machines
Integrate job queuing into agent workflows via MCP protocol
Run batch processing tasks with dynamic resource awareness

Notes

0 stars on GitHub. Last updated 2026-06-11. Licensed MIT.

Pros

Self-hosted, keeping data and jobs on your own infrastructure
GPU-aware scheduling for optimal resource utilization
MCP integration enables easy agent-based orchestration

Cons

No public star count suggests limited community adoption or validation
Python-only codebase may restrict non-Python environments
Requires manual setup and maintenance of the broker infrastructure

Key facts

What we have checked

Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.

How to use

How to set it up

As the listing publishes it. We have not run this install.

Install

pip install jobd               # broker + CLI

Tools exposed

jobd
job
jobd-mcp
jobd-worker

Clients the listing names (not checked here)

Claude Code

Install

Add musharna/jobd to your client

Not verified yet

Our lab has not run this server yet. "Config checked" on a client means the recipe matches that client's documented config format; it does not mean we ran it.

Claude Code

Config checked

Run in your terminal (runs on your computer)

claude mcp add --transport stdio musharna-jobd -- uvx --from 'jobd[mcp]' jobd-mcp

Version 0.5.52 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Claude Code's config docs

Claude Desktop

Config checked

Add to claude_desktop_config.json (runs on your computer)

{
  "mcpServers": {
    "musharna-jobd": {
      "command": "uvx",
      "args": [
        "--from",
        "jobd[mcp]",
        "jobd-mcp"
      ]
    }
  }
}

Version 0.5.52 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Claude Desktop's config docs

Cursor

Config checked

Add to .cursor/mcp.json (runs on your computer)

{
  "mcpServers": {
    "musharna-jobd": {
      "command": "uvx",
      "args": [
        "--from",
        "jobd[mcp]",
        "jobd-mcp"
      ]
    }
  }
}

Version 0.5.52 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Cursor's config docs

VS Code

Config checked

Add to .vscode/mcp.json (runs on your computer)

{
  "servers": {
    "musharna-jobd": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "--from",
        "jobd[mcp]",
        "jobd-mcp"
      ]
    }
  }
}

Version 0.5.52 · From the Official MCP registry, read 24 Oct 2026 · Format checked against VS Code's config docs

Codex

Config checked

Add to ~/.codex/config.toml (runs on your computer)

[mcp_servers.musharna-jobd]
command = "uvx"
args = ["--from", "jobd[mcp]", "jobd-mcp"]

Version 0.5.52 · From the Official MCP registry, read 24 Oct 2026 · Format checked against Codex's config docs

ChatGPT: ChatGPT connects only to remote servers that need no API key.

Recipes come from the server's entry in the official MCP registry. Check the package name before you run it, and keep keys out of shared files.

Works with

What musharna/jobd connects to

5 clients, each with how we know and when we checked.

Works with	Type	How we know	Checked
Claude Code	Client	Install recipe matches the client's documented formatRuns locally, version 0.5.52Config checked	24 Oct 2026Claude Code docs
Claude Desktop	Client	Install recipe matches the client's documented formatRuns locally, version 0.5.52Config checked	24 Oct 2026Claude Desktop docs
Cursor	Client	Install recipe matches the client's documented formatRuns locally, version 0.5.52Config checked	24 Oct 2026Cursor docs
VS Code	Client	Install recipe matches the client's documented formatRuns locally, version 0.5.52Config checked	24 Oct 2026VS Code docs
Codex	Client	Install recipe matches the client's documented formatRuns locally, version 0.5.52Config checked	24 Oct 2026Codex docs

Sources

Where this comes from

No sources recorded yet. Each source we check is listed here with the date we checked it.

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.

Pairs with

Other entries in the index that connect to this one. Click through to see the chain.

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