musharna/jobd

Overview

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

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

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.

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

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

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

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.