jobd
Rank #4,337io.github.musharna/jobd
Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.
jobd is a Model Context Protocol (MCP) server published by musharna. It ranks #4,337 of 115,460 servers tracked on MCP Toplist, and its repository has 4 GitHub stars. jobd is listed across 3 registries — Official MCP, Glama and PulseMCP, with 10 tracked versions. It was first listed on Jun 2, 2026 and most recently updated on Aug 30, 2026.
Ranks ahead of 111,123 of 115,460 servers on MCP Toplist.
Use jobd
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add jobd -e "JOBD_URL=<your JOBD_URL>" -- uvx --from "jobd[mcp]" jobd-mcp jobdReplace each placeholder with your own value before saving.
[mcp_servers.jobd]
command = "uvx"
args = ["--from", "jobd[mcp]", "jobd-mcp", "jobd"]
[mcp_servers.jobd.env]
JOBD_URL = "<your JOBD_URL>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"jobd": {
"command": "uvx",
"args": [
"--from",
"jobd[mcp]",
"jobd-mcp",
"jobd"
],
"env": {
"JOBD_URL": "<your JOBD_URL>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"jobd": {
"command": "uvx",
"args": [
"--from",
"jobd[mcp]",
"jobd-mcp",
"jobd"
],
"env": {
"JOBD_URL": "<your JOBD_URL>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"jobd": {
"type": "stdio",
"command": "uvx",
"args": [
"--from",
"jobd[mcp]",
"jobd-mcp",
"jobd"
],
"env": {
"JOBD_URL": "<your JOBD_URL>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"jobd": {
"command": "uvx",
"args": [
"--from",
"jobd[mcp]",
"jobd-mcp",
"jobd"
],
"env": {
"JOBD_URL": "<your JOBD_URL>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"jobd": {
"command": "uvx",
"args": [
"--from",
"jobd[mcp]",
"jobd-mcp",
"jobd"
],
"env": {
"JOBD_URL": "<your JOBD_URL>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.musharna%2Fjobd)<a href="https://mcptoplist.com/server/io.github.musharna%2Fjobd"><img src="https://mcptoplist.com/badge/io.github.musharna%2Fjobd.svg" alt="MCP Toplist: Top 5% of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 3 registries
musharna
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Available versions (10)
| Version | Published |
|---|---|
| 0.5.39 | Aug 30, 2026 |
| 0.5.38 | Aug 7, 2026 |
| 0.5.37 | Jul 28, 2026 |
| 0.5.36 | Jul 28, 2026 |
| 0.5.35 | Jul 26, 2026 |
| 0.5.32 | Jul 25, 2026 |
| 0.5.27 | Jul 16, 2026 |
| 0.5.18 | Jul 13, 2026 |
| 0.5.10 | Jul 3, 2026 |
| 0.5.7 | Jul 1, 2026 |
Frequently asked questions
- Who maintains jobd?
- jobd is maintained by musharna, which publishes 7 MCP servers (39 total versions) tracked on MCP Toplist.
- Is jobd listed on the Official MCP Registry?
- Yes — jobd is listed on the Official MCP Registry, alongside Glama and PulseMCP.
- How many versions does jobd have?
- MCP Toplist tracks 10 versions of jobd, most recently published on Aug 30, 2026.
- Where can I find the source code for jobd?
- The source code for jobd is hosted at github.com/musharna/jobd.