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索引已观测

Soxoa Automation Planner

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

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质量与安全性

B
描述质量
85%
模式完整度
80%
命名质量
70%
投毒风险
100%
权限匹配度
100%
协议合规性
100%

发现（2）

  • LOWTool 'prioritize_automation_workflows' description lacks action verb在 prioritize_automation_workflows 中
  • LOWTool 'prioritize_automation_workflows' name length outside 3-30 range在 prioritize_automation_workflows 中

基于对工具定义和协议合规性的自动分析。

上下文开销

~794token 数（工具定义）
~3.9 KB典型响应大小
对注意力有中等影响（占 128k 上下文窗口的 0.62%）

这是每次将服务器的工具加载到模型上下文窗口时所消耗的大致 token 数。数值越高，可用于其他任务的注意力就越少。

安装

一键安装

将以下内容添加到你的 `claude_desktop_config.json` 文件中：

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

远程端点

https://soxoa.com/mcpstreamable-http

它能做什么

工具清单

工具（2）

🟢 只读🟡 写入🔴 删除⚪ 未知
🟢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.

输入模式

{
  "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
}

输出模式

{
  "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.

输入模式

{
  "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
}

输出模式

{
  "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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