{"name":"io.github.musharna/jobd","slug":"musharna-jobd","title":"jobd","description":"Self-hostable GPU-aware job broker: submit, route by VRAM, babysit jobs across machines via MCP.","url":"https://mcp.market/server/musharna-jobd","rating":null,"grade":"B","score":83,"certified":false,"status":"active","category":"other","tags":[],"presence":{"score":36,"stars":5,"forks":0,"downloads_week":140,"last_push_at":"2026-10-11T19:36:49.000Z","license":"MIT"},"uptime":null,"claimed":false,"transport":"pypi","callable_via_gateway":false,"default_price_micros":0,"repository":"https://github.com/musharna/jobd","website":"https://github.com/musharna/jobd","version":"0.5.52","remotes":[],"packages":[{"registryType":"pypi","registryBaseUrl":"https://pypi.org","identifier":"jobd","version":"0.5.52","runtimeHint":"uvx","transport":{"type":"stdio"},"runtimeArguments":[{"value":"--from","type":"positional","valueHint":"from-flag"},{"value":"jobd[mcp]","type":"positional","valueHint":"package-with-mcp-extra"},{"value":"jobd-mcp","type":"positional","valueHint":"mcp-entry-point"}],"environmentVariables":[{"description":"Base URL of the jobd broker the MCP server talks to. Defaults to http://127.0.0.1:8765.","name":"JOBD_URL"},{"description":"Bearer token; must match the broker's JOBD_API_TOKEN. Required unless the broker runs with JOBD_ALLOW_NO_AUTH=1.","isSecret":true,"name":"JOBD_API_TOKEN"}]}],"tools":[],"scan":null,"grade_history":[{"kind":"downgrade","fromGrade":"A","toGrade":"B","reason":"score 83","createdAt":"2026-10-15T11:59:49.197Z"},{"kind":"restore","fromGrade":"B","toGrade":"A","reason":"score 92","createdAt":"2026-09-19T21:08:28.520Z"}],"reviews":[]}