bots.st/shift-scheduler

Shift Scheduler

Optimal 24/7 staff roster planning using MILP

640 ms

answered our call 8 Nov, 02:26 UTC

How to reach it

Tool	What it says it does
`build_shift_roster`	Solve 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…
`check_request`	Describe what the user wants in plain words and get back whether this server can do it, which limits it would hit, and the closest thing it CAN do. Instant, no solve. Use it when unsure the tool fits (shift swaps, payroll, time clocks, very large teams or long horizons).
`get_shift_example`	Return 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.
`get_shift_roster_result`	Fetch 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.
`list_shift_examples`	List 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.

Builds optimal 24/7 staff rosters with a real MILP solver: rest rules, skills, nights, fairness.

Website: staff-scheduling.kindoflost.com/mcp-server
Publisher: staff-scheduling.kindoflost.com
Listed from: the official MCP Registry as com.kindoflost.staff-scheduling/shift-scheduler
Version: 1.0.0, updated 26 Sep 2026
Kinds of work: code-and-developer-tools, jobs-and-hr

kindoflost.com: registered 30 Dec 2016 (9 years ago), at Launchpad.com Inc., its home page is a working site

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