jobd
jobd is a self-hostable, GPU-aware job broker that queues and routes shell commands across your own machines — picking workers by available VRAM and tool tags, streaming logs back, and surviving across sessions. It ships native MCP integration, so agents can submit, monitor, and control long-running or GPU jobs as tools.
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musharna
Source: Glama
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The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
JOBD_MCP_LOG_DIRJOBD_URLclaude mcp add jobd --env =http://127.0.0.1:8765 --env JOBD_API_TOKEN=<your-token> -- jobd-mcpJOBD_STATE_DIRJOBD_DB_POOL_SIZEJOBD_DB_MAX_OVERFLOWJOBD_LOGS_DIRXDG_DATA_HOMEJOBD_CONFIG_DIRThree optional YAML files under (defaults shipped in config/):JOBD_DB_URLJOBD_HOST1. Interface binding — must be 127.0.0.1 or a Tailscale CGNAT address (100.64.0.0/10), never 0.0.0.0. A CI lint (tests/test_deploy_lint.py) enforces this on the Docker deployment.JOBD_PORTJOBD_API_TOKENclaude mcp add jobd --env JOBD_URL=http://127.0.0.1:8765 --env =<your-token> -- jobd-mcpCLAUDE_SESSION_IDJOBD_DISABLE_TAILNET_ACLJOBD_ALLOW_NO_AUTH1 jobd # no-auth is fine for a loopback-only brokerJOBD_CHECKPOINT_GRACE_SJOBD_CTEST_PARSEJOBD_EVENTS_MAX_BYTESJOBD_METRICS_CACHE_TTL_SJOBD_JOB_RETENTION_DAYS30 jobd # delete terminal jobs + their logs after 30 daysJOBD_LOG_RETENTION_DAYSJOBD_ENV_SCRUB_HOURSJOBD_VERSION_DRIFT_WARN_HOURSJOBD_WORKER_TAGSJOBD_WORKER_CONFIGJOBD_WORKER_WATCHDOG_KILL_GRACE_SJOURNAL_STREAMJOBD_LOG_LEVELJOBD_WORKER_MAX_CONCURRENT_JOBSpueue group / parallelism limits projects + priorities (projects.yaml); per-worker slots viaJOBD_WORKER_DRAIN_GRACE_SJOBD_WORKER_HOSTJOBD_URL=http://127.0.0.1:8765 =local jobd-workerJOBD_WORKER_ALIASESJOBD_WORKER_MOUNT_ROOTSJOBD_WORKER_CHECKPOINT_ROOTJOBD_WORKER_MEM_MAXJOBD_WORKER_SWAP_MAXTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
1/1 tools missing one or more hints — dynamic_tool_180 (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tests exist
No test files found
Add tests that exercise each declared tool.
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