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Soxoa Automation Planner

Estimate illustrative automation ROI and rank recurring workflows to automate. Read-only, no auth.

Sollte ich dies verwenden

Qualität und Sicherheit

B
Qualität der Beschreibung
85%
Vollständigkeit des Schemas
80%
Qualität der Benennung
70%
Risiko der Vergiftung
100%
Übereinstimmung der Berechtigungen
100%
Einhaltung des Protokolls
100%

Befunde (2)

  • LOWTool 'prioritize_automation_workflows' description lacks action verbin prioritize_automation_workflows
  • LOWTool 'prioritize_automation_workflows' name length outside 3-30 rangein prioritize_automation_workflows

Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.

Kontextkosten

~794Tokens (Tool-Definitionen)
~3.9 KBTypische Antwortgröße
Mittlere Auswirkung auf die Aufmerksamkeit (0.62% von 128k Kontext)

Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.

Installieren

Installation mit einem Klick

Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:

{
  "mcpServers": {
    "automation-planning": {
      "url": "https://soxoa.com/mcp"
    }
  }
}

Remote-Endpunkte

https://soxoa.com/mcpstreamable-http

Was es kann

Tool-Inventar

Tools (2)

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🟢estimate_automation_roi(people, weeklyHoursPerPerson, loadedHourlyCost, automatableShare, workingWeeks, ...)

Estimate reclaimable team capacity and illustrative payback from user-supplied workload assumptions. Use for operational planning, not guaranteed savings or financial advice.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "people": {
      "type": "integer",
      "minimum": 1,
      "maximum": 500
    },
    "weeklyHoursPerPerson": {
      "type": "number",
      "minimum": 0.5,
      "maximum": 60
    },
    "loadedHourlyCost": {
      "type": "number",
      "minimum": 10,
      "maximum": 500
    },
    "automatableShare": {
      "type": "number",
      "minimum": 0.05,
      "maximum": 0.95
    },
    "workingWeeks": {
      "type": "integer",
      "minimum": 1,
      "maximum": 52
    },
    "implementationCost": {
      "type": "number",
      "minimum": 0,
      "maximum": 10000000
    }
  },
  "required": [
    "people",
    "weeklyHoursPerPerson",
    "loadedHourlyCost"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}

Ausgabe-Schema

{
  "type": "object",
  "properties": {
    "status": {
      "type": "string",
      "const": "illustrative_estimate"
    },
    "weeklyHoursReclaimed": {
      "type": "number"
    },
    "annualHoursReclaimed": {
      "type": "number"
    },
    "annualCapacityValue": {
      "type": "number"
    },
    "estimatedPaybackMonths": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ]
    },
    "assumptions": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "recommendedNextStep": {
      "type": "string"
    }
  },
  "required": [
    "status",
    "weeklyHoursReclaimed",
    "annualHoursReclaimed",
    "annualCapacityValue",
    "estimatedPaybackMonths",
    "assumptions",
    "recommendedNextStep"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}
🟢prioritize_automation_workflows(workflows)

Rank 1–12 user-described workflows by value, predictability, judgment, sensitivity, and integration complexity, then recommend automate, assist, or discovery.

Eingabe-Schema

{
  "type": "object",
  "properties": {
    "workflows": {
      "minItems": 1,
      "maxItems": 12,
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "name": {
            "type": "string",
            "minLength": 1,
            "maxLength": 120
          },
          "weeklyHours": {
            "type": "number",
            "minimum": 0.25,
            "maximum": 500
          },
          "predictability": {
            "type": "string",
            "enum": [
              "low",
              "medium",
              "high"
            ]
          },
          "judgmentRequired": {
            "type": "string",
            "enum": [
              "low",
              "medium",
              "high"
            ]
          },
          "errorCost": {
            "type": "string",
            "enum": [
              "low",
              "medium",
              "high"
            ]
          },
          "dataSensitivity": {
            "type": "string",
            "enum": [
              "low",
              "medium",
              "high"
            ]
          },
          "systemsCount": {
            "type": "integer",
            "minimum": 1,
            "maximum": 20
          }
        },
        "required": [
          "name",
          "weeklyHours",
          "predictability",
          "judgmentRequired",
          "errorCost",
          "dataSensitivity",
          "systemsCount"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "workflows"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}

Ausgabe-Schema

{
  "type": "object",
  "properties": {
    "rankedWorkflows": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "name": {
            "type": "string"
          },
          "score": {
            "type": "number"
          },
          "recommendation": {
            "type": "string",
            "enum": [
              "automate",
              "assist",
              "discovery"
            ]
          },
          "humanReviewRequired": {
            "type": "boolean"
          },
          "rationale": {
            "type": "array",
            "items": {
              "type": "string"
            }
          }
        },
        "required": [
          "name",
          "score",
          "recommendation",
          "humanReviewRequired",
          "rationale"
        ],
        "additionalProperties": false
      }
    },
    "recommendedFirstWorkflow": {
      "type": "string"
    },
    "guardrails": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "rankedWorkflows",
    "recommendedFirstWorkflow",
    "guardrails"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}

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