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jobd MCP server

by musharna·io.github.musharna/jobd·v0.5.46

Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.

A92/100grade A
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Safety scan
A92/100

full report

Adoption
Growing

4 stars105 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

jobd tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.8 · 2026-09-19 · same rubric, same numbers if you re-run it

no findings
  • Code scan61 source files scanned25/25
  • Live reliabilityno gateway calls yet and no remote to proben/a
  • Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Grade history

  • 2026-09-19restoreBAscore 92

Install directly

claude mcp add jobd -- uvx jobd
Add to Cursor

jobd: common questions

Is jobd MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the jobd safety report
How do I install jobd?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does jobd need an API key?
No secret keys are declared. It reads 1 setting from the environment.
Is jobd maintained?
The last commit was in the last day (2026-09-19). The latest release is v0.5.46.

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