Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.
Connect Runs on your machine
claude mcp add jobd -e JOBD_URL=<JOBD_URL> -e JOBD_API_TOKEN=<JOBD_API_TOKEN> -- uvx jobd==0.5.58
{
"mcpServers": {
"jobd": {
"command": "uvx",
"args": [
"jobd==0.5.58"
],
"env": {
"JOBD_URL": "<JOBD_URL>",
"JOBD_API_TOKEN": "<JOBD_API_TOKEN>"
}
}
}
}
{
"mcpServers": {
"jobd": {
"command": "uvx",
"args": [
"jobd==0.5.58"
],
"env": {
"JOBD_URL": "<JOBD_URL>",
"JOBD_API_TOKEN": "<JOBD_API_TOKEN>"
}
}
}
}
{
"servers": {
"jobd": {
"type": "stdio",
"command": "uvx",
"args": [
"jobd==0.5.58"
],
"env": {
"JOBD_URL": "<JOBD_URL>",
"JOBD_API_TOKEN": "<JOBD_API_TOKEN>"
}
}
}
}
Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
JOBD_URLOptional | Base URL of the jobd broker the MCP server talks to. Defaults to http://127.0.0.1:8765. |
JOBD_API_TOKENOptional, secret | Bearer token; must match the broker's JOBD_API_TOKEN. Required unless the broker runs with JOBD_ALLOW_NO_AUTH=1. |
Details
| Package | [email protected] (PYPI, stdio) |
| First published | 13 Nov 2026 |
| Last updated | 13 Nov 2026 |
| Registry name | io.github.musharna/jobd |
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