musharna/jobd
🔌 MCP Servermusharna
GPU-aware job broker with 9 MCP tools for agentic job dispatch.
jobd is a lightweight, self-hostable job queue specifically designed for GPU workloads. It integrates with the Model Context Protocol (MCP) to expose a rich set of nine tools that enable AI agents to submit, monitor, cancel, and manage jobs across a cluster of machines. Key features include VRAM-aware scheduling, out-of-session job persistence, and worker management. The server can be installed via pip with the MCP extras (pip install "jobd[mcp]") and runs as a standalone service. It's ideal for developers who want to give their agents the ability to launch long-running computations, training runs, or inference jobs without blocking the agent's own execution.
💡Highlights
- ├─Self-hostable GPU job broker
- ├─9 MCP tools for job lifecycle
- └─Routes by VRAM tier
🎯For
- ├─AI developers
- ├─ML engineers
- └─MCP users