About jobd
jobd is an MCP server in the Science category: self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.
Install
uvx jobdpip install jobdThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (6)
**Ray**A distributed-compute framework
Parameters not published.
**SkyPilot / Modal / dstack**Provision and run on clouds + your own machines
Parameters not published.
**Slurm**Datacenter-grade scheduling
Parameters not published.
**[HyperQueue](https://github.com/It4innovations/hyperqueue)**Multi-machine task scheduling with HPC roots, single binary
Parameters not published.
**[Pueue](https://github.com/Nukesor/pueue)**The best single-machine command queue daemon
Parameters not published.
**[task-spooler](https://manpages.ubuntu.com/manpages/noble/man1/tsp.1.html)**A real job queue — on a single machine
Parameters not published.
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