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jobd MCP

A self-hostable, GPU-aware job broker that allows AI agents to submit, route, and babysit jobs across multiple machines via MCP. It routes jobs based on live VRAM, RAM, CPU, and capability tags, supporting preemption with checkpointing and surviving shell sessions. It operates without cloud dependencies, Kubernetes, or Slurm, making it suitable for homelab or small cluster environments.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

jobd MCP logo, by musharnaCommunity listingLocal stdioSource reviewed; not executedPublished by musharna
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 5 GitHub stars

What you can do with it

  • Submit GPU jobs with specific VRAM requirements
  • Route jobs to workers with sufficient free resources
  • Babysit and monitor long-running jobs via MCP
  • Preempt lower-priority jobs with checkpoint support

Source and maintenance

Community listingRegistry 0.5.52MIT
mcp-registry: io.github.musharna/jobd@0.5.52Source repositoryProject website
Last repository push
Latest release
v0.5.52
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

jobd 0.5.52

pypiuvx
jobd package definition
{
  "version": "0.5.52",
  "transport": "stdio",
  "identifier": "jobd",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "runtimeArguments": [
    {
      "type": "positional",
      "value": "--from",
      "valueHint": "from-flag"
    },
    {
      "type": "positional",
      "value": "jobd[mcp]",
      "valueHint": "package-with-mcp-extra"
    },
    {
      "type": "positional",
      "value": "jobd-mcp",
      "valueHint": "mcp-entry-point"
    }
  ],
  "environmentVariables": [
    {
      "name": "JOBD_URL",
      "description": "Base URL of the jobd broker the MCP server talks to. Defaults to http://127.0.0.1:8765."
    },
    {
      "name": "JOBD_API_TOKEN",
      "description": "Bearer token; must match the broker's JOBD_API_TOKEN. Required unless the broker runs with JOBD_ALLOW_NO_AUTH=1."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "jobd-mcp": {
      "command": "uvx",
      "args": [
        "jobd==0.5.52"
      ],
      "env": {
        "JOBD_URL": "<YOUR_JOBD_URL>",
        "JOBD_API_TOKEN": "<YOUR_JOBD_API_TOKEN>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "jobd-mcp": {
      "command": "uvx",
      "args": [
        "jobd==0.5.52"
      ],
      "env": {
        "JOBD_URL": "<YOUR_JOBD_URL>",
        "JOBD_API_TOKEN": "<YOUR_JOBD_API_TOKEN>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "jobd-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "jobd==0.5.52"
      ],
      "env": {
        "JOBD_URL": "<YOUR_JOBD_URL>",
        "JOBD_API_TOKEN": "<YOUR_JOBD_API_TOKEN>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "jobd-mcp": {
      "command": "uvx",
      "args": [
        "jobd==0.5.52"
      ],
      "env": {
        "JOBD_URL": "<YOUR_JOBD_URL>",
        "JOBD_API_TOKEN": "<YOUR_JOBD_API_TOKEN>"
      }
    }
  }
}

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