Shift Scheduler
Builds optimal 24/7 staff rosters with a real MILP solver: rest rules, skills, nights, fairness.
Connect it
Settings → Connectors → Add custom connector
URL: https://staff-scheduling.kindoflost.com/mcpSettings → Apps & Connectors → Advanced → Developer mode
Create connector with URL: https://staff-scheduling.kindoflost.com/mcp{
"mcpServers": {
"shift-scheduler": {
"url": "https://staff-scheduling.kindoflost.com/mcp"
}
}
}claude mcp add --transport http shift-scheduler https://staff-scheduling.kindoflost.com/mcp{
"servers": {
"shift-scheduler": {
"type": "http",
"url": "https://staff-scheduling.kindoflost.com/mcp"
}
}
}4 tools, verified live
list_shift_examplesread-onlyList the built-in example rostering problems (hospital ward, 3-shift plant, security post, fire station, 24/7 help desk). Use one as a starting point for the user's own roster.
get_shift_exampleread-onlyReturn the full input JSON of one example, in exactly the shape build_shift_roster accepts. Edit it (names, days, headcounts, rules) to match the user's situation.
build_shift_rosterread-onlySolve a staff rostering problem to optimality with a MILP solver and return who works which shift each day, coverage, unfilled posts, hours per person and warnings. Solves take 5-60 s. Pass either `example` (to solve a built-in example as-is) or the roster input fields. If the result has status 'running', call get_shift_roster_result with its job_id. If it has status 'too_large', shorten the horiz
get_shift_roster_resultread-onlyFetch the result of a build_shift_roster job that returned status 'running'. Waits up to wait_seconds; call again while status is 'running'. Jobs expire 15 minutes after they finish.
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