Shift Scheduler
mcp remote · streamable-http · v1.0.0 · source: crawl
https://staff-scheduling.kindoflost.com/mcp
Builds optimal 24/7 staff rosters with a real MILP solver: rest rules, skills, nights, fairness.
Works
100
Verified Oct 31, 2026 · p50 176 ms · p95 208 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'kindoflost-shift-scheduler' |
| tools_listed | 15 | pass | 5 tools |
| schema_complete | 15 | pass | 5 of 5 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 176 ms |
| latency_p95 | 5 | pass | p95 208 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (5)
| Name | Description | Schema |
|---|---|---|
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. | typed |
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. | typed |
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 `ex | typed |
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. | typed |
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 | typed |
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[](https://app.agent-xm.com/a/com-kindoflost-staff-scheduling-shift-scheduler)
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