jobd
Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines.
Connector by musharna · GitHub account verified by the MCP Registry
Chalk Labs
Need help deploying jobd?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.
npx agentmarket install connector/musharna-jobd
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: agent-orchestration, monitoring-observability
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this server can do and what it asks for, from its install config and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- 1 (API keys, tokens or passwords)
- Install scripts
- None found
- Runs as
- Python package
Secrets and settings it asks for
Secrets: values you paste in that let it act as you.
JOBD_API_TOKEN
Other settings (environment variables or headers).
JOBD_URL
Network hosts it talks to 3
api.github.com· found in codegithub.com· found in codeglama.ai· found in code
Files it touches
~/.claude/state/jobd-mcp~/.config/jobd/worker.env/home/user/beta/home/user/beta/../../tmp/home/user/beta2/mnt/c/mnt/d/proc/driver/nvidia/version/proc/version/sys/class/power_supply/sys/fs/cgroup/tmp/work/usr/lib/wsl/lib/nvidia-smi- Your home directory (~)
~/.config/systemd/user/job-worker.service~/.config/systemd/user/jobd-worker-update.service~/.config/systemd/user/jobd-worker-update.timer~/.local/share~/jobd-artifacts/agent_qa~/jobd-worker/.fleet-install.sh~/jobd-worker/.venv/bin/jobd-worker~/jobd-worker/update-worker.sh
Signals
- Stars
- 5
- Forks
- 0
- Open issues
- 0
- Weekly downloads
- 255
- Last commit
- Oct 20, 2026 (11 days ago)
- Last release
- Oct 20, 2026 (11 days ago)
- Last package publish
- Oct 20, 2026 (11 days ago)
From GitHub (fetched Oct 24, 2026) and the package registry.
Details
- Registry name
io.github.musharna/jobd- Version
- 0.5.52
- Auth
- API key
- Packages
- pypi jobd
- License
- MIT
- Repository
- github.com/musharna/jobd
- Website
- github.com/musharna/jobd
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
More from musharna
- 0.756score
Data Aggregator
musharna
Find & fetch research datasets across 21 archives, omics registries, and literature sources.
ConnectorAFreshness: ALocal★ 4↓ 1.5K/wkClaude Code +5 - 0.655score
Plant Genomics
musharna
Plant genomics MCP — 56 tools across 23 backends with cross-source synthesis.
ConnectorAFreshness: ALocal★ 8↓ 366/wkClaude Code +5 - 0.633score
ldraw-mcp
musharna
Render LDraw/LEGO models to images with real part geometry via headless Blender + ImportLDraw
ConnectorAFreshness: ALocal★ 3↓ 135/wkClaude Code +5 - 0.623score
plantcv-mcp
musharna
Plant phenotyping via PlantCV — returns traits plus the segmentation overlay they came from
ConnectorAFreshness: ALocal↓ 559/wkClaude Code +5 - 0.619score
breedsim-mcp
musharna
Breeding-scheme simulation via AlphaSimR.
ConnectorAFreshness: ALocal↓ 337/wkClaude Code +5 - 0.614score
phylokit-mcp
musharna
Phylogenetic inference via IQ-TREE 3 — never returns a topology without its support
ConnectorAFreshness: ALocal↓ 220/wkClaude Code +5
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get jobd running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
jobd MCP server. Agent Mart. https://agentmart.dev/connectors/musharna-jobd (last updated 2026-10-24)