Shift Scheduler

com.kindoflost.staff-scheduling/shift-scheduler · v1.0.0 · security

Shift Scheduler is healthy: it completed an MCP handshake in 1948 ms and exposes 4 tools.

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

Endpoint: https://staff-scheduling.kindoflost.com/mcp (streamable-http)

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Facts

Users (last 30 days)0
HandshakeHealthy
Auth neededNone
Tool count4
Latency1948 ms
Last checked (UTC)2026-10-15T22:00:14.445Z

Health history

Checked (UTC)StatusLatencyError
2026-10-15T22:00:14.445ZHealthy1948
2026-10-14T20:10:46.493ZHealthy2532

Tools (4)

list_shift_examplesList 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_exampleReturn 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_rosterSolve 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 'run
get_shift_roster_resultFetch 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.