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Shift Scheduler

R0· no sign-in

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

v1.0.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality97strong
Trust83of 100
Uptime, 30 days100%
Latency p50327 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "shift-scheduler": {
      "type": "http",
      "url": "https://staff-scheduling.kindoflost.com/mcp"
    }
  }
}
claude mcp add --transport http shift-scheduler https://staff-scheduling.kindoflost.com/mcp
[mcp_servers.shift-scheduler]
url = "https://staff-scheduling.kindoflost.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "shift-scheduler": {
      "type": "remote",
      "url": "https://staff-scheduling.kindoflost.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "shift-scheduler": {
      "type": "http",
      "url": "https://staff-scheduling.kindoflost.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=shift-scheduler&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vc3RhZmYtc2NoZWR1bGluZy5raW5kb2Zsb3N0LmNvbS9tY3AifQ%3D%3D"
}
{
  "servers": {
    "shift-scheduler": {
      "type": "http",
      "url": "https://staff-scheduling.kindoflost.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "shift-scheduler": {
      "httpUrl": "https://staff-scheduling.kindoflost.com/mcp"
    }
  }
}
extensions:
  "shift-scheduler":
    enabled: true
    name: "shift-scheduler"
    type: streamable_http
    uri: "https://staff-scheduling.kindoflost.com/mcp"
    timeout: 300

Quality 97 / 100strong

protocol100 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • pass
    protocol.list_ttltool list is cacheable (ttlMs 3600000)
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene93 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations4 of 4 tools declare readOnlyHint or destructiveHint
  • warn
    tools.directory_hints1 of 4 tools declare all four hints; missing: list_shift_examples (idempotentHint); get_shift_roster_result (idempotentHint); get_shift_example (idempotentHint)
  • pass
    tools.token_costabout 1,490 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changes1 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

4 tools, about 1,490 tokens to load them all · tool set 46e7eadce654 · tools last changed 2026-09-27 · checked 2026-10-19 10:52 UTC

Tool changes

  • build_shift_rosterchangeddescription, input schema
    before

    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 'running', call get_shift_roster_result with its job_id. Roster input. Minimal example: {"days": ["2026-10-05", "2026-10-06"], "shifts": [{"shift": "Day", "start": "07:00", "end": "19:00"}, {"shift": "Night", "start": "19:00", "end": "07:00", "night": "yes"}], "demands": [{"name": "RN", "penalty": 500}], "people": [{"name": "Ana", "cost": 40, "max_hw": 48}, ...], "grids": {"RN": {"2026-10-05|Day": 2, "2026-10-05|Night": 1}}, "parameters": {"MinRestHours": 11}}. Call get_shift_example for complete, realistic inputs.

    after · 92% of words in common

    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 'running', call get_shift_roster_result with its job_id. If it has status 'too_large', shorten the horizon or reduce people/shift types and retry. Roster input. Minimal example: {"days": ["2026-10-05", "2026-10-06"], "shifts": [{"shift": "Day", "start": "07:00", "end": "19:00"}, {"shift": "Night", "start": "19:00", "end": "07:00", "night": "yes"}], "demands": [{"name": "RN", "penalty": 500}], "people": [{"name": "Ana", "cost": 40, "max_hw": 48}, ...], "grids": {"RN": {"2026-10-05|Day": 2, "2026-10-05|Night": 1}}, "parameters": {"MinRestHours": 11}}. Call get_shift_example for complete, realistic inputs.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository
provenance55
liveness100
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-23d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://staff-scheduling.kindoflost.com/mcp streamable-httpnoneyes100%327 ms2026-07-28, 2025-11-25, 2025-06-18, 2025-03-262026-10-19

Tools (4)

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 horizon or reduce people/shift types and retry. Roster input. Minimal example: {"days": ["2026-10-05", "2026-10-06"], "shifts": [{"shift": "Day", "start": "07:00", "end": "19:00"}, {"shift": "Night", "start": "19:00", "end": "07:00", "night": "yes"}], "demands": [{"name": "RN", "penalty": 500}], "people": [{"name": "Ana", "cost": 40, "max_hw": 48}, ...], "grids": {"RN": {"2026-10-05|Day": 2, "2026-10-05|Night": 1}}, "parameters": {"MinRestHours": 11}}. Call get_shift_example for complete, realistic inputs.
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.
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.
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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.kindoflost.staff-scheduling/shift-scheduler",
  "title": "Shift Scheduler",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://staff-scheduling.kindoflost.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://staff-scheduling.kindoflost.com/mcp-server",
  "description": "Builds optimal 24/7 staff rosters with a real MILP solver: rest rules, skills, nights, fairness."
}