---
schema: "interfacedelta-service-md/1"
target_key: "sha256:5a80a8884ca003e30533c7a3e66b72290d5319907502dc09fc8f89aa61afd190"
origin: "https://queuesim.com"
protocols: ["mcp"]
observed_at: "2026-11-13T07:05:34.513Z"
generated_at: "2026-11-13T07:52:01.959Z"
record_url: "https://interfacedelta.com/atlas/sha256:5a80a8884ca003e30533c7a3e66b72290d5319907502dc09fc8f89aa61afd190"
record_api: "https://interfacedelta.com/api/v1/record/services/sha256:5a80a8884ca003e30533c7a3e66b72290d5319907502dc09fc8f89aa61afd190"
source: "InterfaceDelta atlas"
license_note: "Use of this record is governed by https://interfacedelta.com/terms."
---

# Service record: https://queuesim.com

## Identity
- Origin: https://queuesim.com
- Endpoints: https://queuesim.com/mcp/v1
- Protocols: mcp
- Registry names: com.queuesim/public
- First retained observation: 2026-11-13T07:05:34.513Z
- Latest observation: 2026-11-13T07:05:34.513Z

## Tools
- Tool 1: check\_queue\_model (mcp); inputs: model; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 2: compare\_analytical\_vs\_simulated (mcp); inputs: arrivalRate, servers, serviceRate, simulationDays; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false}
- Tool 3: compare\_separate\_vs\_pooled (mcp); inputs: arrivalRate, servers, serviceRate, simulationDays; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false}
- Tool 4: describe\_scenario (mcp); inputs: name; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 5: explain\_advanced\_patterns (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 6: explain\_queueing\_theory (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 7: interpret\_result (mcp); inputs: arrivalRate, observedAvgWaitMinutes, servers, serviceRate; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 8: list\_scenarios (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 9: queue\_model\_guide (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 10: recommend\_staffing (mcp); inputs: arrivalDistribution, arrivalRate, maxServers, serviceCoV, serviceDistribution, serviceRate, simulationDays, targetAvgWaitMinutes; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false}
- Tool 11: run\_queue\_model (mcp); inputs: model; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false}
- Tool 12: simulate\_mmc (mcp); inputs: arrivalDistribution, arrivalRate, servers, serviceCoV, serviceDistribution, serviceRate, simulationDays; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false}
- Tool 13: simulate\_scenario (mcp); inputs: name, overrides; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false}
- Tool 14: simulate\_schedule (mcp); inputs: arrivalDistribution, arrivalRates, serviceCoV, serviceDistribution, serviceTimeMinutes, simulationDays, staffing; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false}
Tools omitted: 0.

## Effect readings (AI)
No AI reading shown.

## Change history
No changes recorded in the retained history.

## Payment rails
- Protocols observed: none.
- HTTP 402 seen in retained observations: false.

## Not covered
- We don't call tools.
- We don't rate or certify.
- We don't publish prices.
- We cover only what was observed.

## Evidence
- Identity: observed / declared; observation time: 2026-11-13T07:05:34.513Z.
- Tools: declared; observation time: 2026-11-13T07:05:34.513Z.
- Effect readings (AI): AI reading; observation time: 2026-11-13T07:05:34.513Z.
- Change history: observed; observation time: 2026-11-13T07:05:34.513Z; change observation times: none.
- Payment rails: observed; observation time: 2026-11-13T07:05:34.513Z.

```json
{
  "schema": "interfacedelta-service-md/1",
  "target_key": "sha256:5a80a8884ca003e30533c7a3e66b72290d5319907502dc09fc8f89aa61afd190",
  "origin": "https://queuesim.com",
  "protocols": [
    "mcp"
  ],
  "observed_at": "2026-11-13T07:05:34.513Z",
  "generated_at": "2026-11-13T07:52:01.959Z",
  "record_url": "https://interfacedelta.com/atlas/sha256:5a80a8884ca003e30533c7a3e66b72290d5319907502dc09fc8f89aa61afd190",
  "record_api": "https://interfacedelta.com/api/v1/record/services/sha256:5a80a8884ca003e30533c7a3e66b72290d5319907502dc09fc8f89aa61afd190",
  "source": "InterfaceDelta atlas",
  "license_note": "Use of this record is governed by https://interfacedelta.com/terms.",
  "identity": {
    "origin": "https://queuesim.com",
    "endpoints": [
      "https://queuesim.com/mcp/v1"
    ],
    "protocols": [
      "mcp"
    ],
    "registry_names": [
      "com.queuesim/public"
    ],
    "first_retained_observation": "2026-11-13T07:05:34.513Z",
    "latest_observation": "2026-11-13T07:05:34.513Z"
  },
  "tools": [
    {
      "name": "check_queue_model",
      "protocol": "mcp",
      "inputs": [
        "model"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "compare_analytical_vs_simulated",
      "protocol": "mcp",
      "inputs": [
        "arrivalRate",
        "servers",
        "serviceRate",
        "simulationDays"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "compare_separate_vs_pooled",
      "protocol": "mcp",
      "inputs": [
        "arrivalRate",
        "servers",
        "serviceRate",
        "simulationDays"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "describe_scenario",
      "protocol": "mcp",
      "inputs": [
        "name"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "explain_advanced_patterns",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "explain_queueing_theory",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "interpret_result",
      "protocol": "mcp",
      "inputs": [
        "arrivalRate",
        "observedAvgWaitMinutes",
        "servers",
        "serviceRate"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "list_scenarios",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "queue_model_guide",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "recommend_staffing",
      "protocol": "mcp",
      "inputs": [
        "arrivalDistribution",
        "arrivalRate",
        "maxServers",
        "serviceCoV",
        "serviceDistribution",
        "serviceRate",
        "simulationDays",
        "targetAvgWaitMinutes"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "run_queue_model",
      "protocol": "mcp",
      "inputs": [
        "model"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "simulate_mmc",
      "protocol": "mcp",
      "inputs": [
        "arrivalDistribution",
        "arrivalRate",
        "servers",
        "serviceCoV",
        "serviceDistribution",
        "serviceRate",
        "simulationDays"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "simulate_scenario",
      "protocol": "mcp",
      "inputs": [
        "name",
        "overrides"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": false
      },
      "effects": null
    },
    {
      "name": "simulate_schedule",
      "protocol": "mcp",
      "inputs": [
        "arrivalDistribution",
        "arrivalRates",
        "serviceCoV",
        "serviceDistribution",
        "serviceTimeMinutes",
        "simulationDays",
        "staffing"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": false
      },
      "effects": null
    }
  ],
  "tools_omitted": 0,
  "tools_state": "recorded",
  "changes": [],
  "payment_rails": {
    "protocols": [],
    "http_402_seen": false
  },
  "not_covered": [
    "We don't call tools.",
    "We don't rate or certify.",
    "We don't publish prices.",
    "We cover only what was observed."
  ],
  "evidence": [
    {
      "section": "Identity",
      "classes": [
        "observed",
        "declared"
      ],
      "observed_at": "2026-11-13T07:05:34.513Z"
    },
    {
      "section": "Tools",
      "classes": [
        "declared"
      ],
      "observed_at": "2026-11-13T07:05:34.513Z"
    },
    {
      "section": "Effect readings (AI)",
      "classes": [
        "AI reading"
      ],
      "observed_at": "2026-11-13T07:05:34.513Z"
    },
    {
      "section": "Change history",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-13T07:05:34.513Z",
      "observation_times": []
    },
    {
      "section": "Payment rails",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-13T07:05:34.513Z"
    }
  ]
}
```