Server definition

Hash: sha256:4200f5a90e47670d1ca19cc5b90fe226e0b4866a83a70e2d99caf7d35b771bd6
What it is: What a remote MCP server returned when asked what it offers: 2 tools

The blob, as servednamed by its sha256

{
  "instructions": "Use these public, read-only tools to estimate automation value and rank workflows. Preserve user-supplied facts; ask for missing required inputs. For ROI, omit unsupplied optional share and working weeks so the server applies 60% and 48. Results are illustrative and must not be presented as guaranteed savings, professional advice, or a substitute for process discovery.",
  "tools": [
    {
      "description": "Estimate reclaimable team capacity and illustrative payback from user-supplied workload assumptions. Omit unsupplied optional inputs: the server defaults to 60% automatable share and 48 working weeks. Ask for missing people, weekly hours per person, or loaded hourly cost; do not invent assumptions. Use for operational planning, not guaranteed savings or financial advice.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "properties": {
          "automatableShare": {
            "default": 0.6,
            "description": "Fraction of repetitive time that can be reclaimed (0.6 means 60%). Omit when the user supplies no value; the server defaults to 0.6. Preserve an explicit user value; do not invent a different percentage.",
            "maximum": 0.95,
            "minimum": 0.05,
            "type": "number"
          },
          "implementationCost": {
            "description": "Implementation cost in the same currency as hourly labor cost. Omit unless supplied or approved by the user; omitted cost means no payback estimate.",
            "maximum": 10000000,
            "minimum": 0,
            "type": "number"
          },
          "loadedHourlyCost": {
            "description": "Loaded hourly labor cost in the user's stated currency, supplied by the user.",
            "maximum": 500,
            "minimum": 10,
            "type": "number"
          },
          "people": {
            "description": "Number of people supplied by the user.",
            "maximum": 500,
            "minimum": 1,
            "type": "integer"
          },
          "weeklyHoursPerPerson": {
            "description": "Weekly hours each person spends on this workflow, supplied by the user.",
            "maximum": 60,
            "minimum": 0.5,
            "type": "number"
          },
          "workingWeeks": {
            "default": 48,
            "description": "Working weeks per year. Omit when the user supplies no value; the server defaults to 48. Preserve an explicit user value; do not substitute calendar weeks.",
            "maximum": 52,
            "minimum": 1,
            "type": "integer"
          }
        },
        "required": [
          "people",
          "weeklyHoursPerPerson",
          "loadedHourlyCost"
        ],
        "type": "object"
      },
      "name": "estimate_automation_roi",
      "outputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "annualCapacityValue": {
            "type": "number"
          },
          "annualHoursReclaimed": {
            "type": "number"
          },
          "assumptions": {
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "estimatedPaybackMonths": {
            "anyOf": [
              {
                "type": "number"
              },
              {
                "type": "null"
              }
            ]
          },
          "recommendedNextStep": {
            "type": "string"
          },
          "status": {
            "const": "illustrative_estimate",
            "type": "string"
          },
          "weeklyHoursReclaimed": {
            "type": "number"
          }
        },
        "required": [
          "status",
          "weeklyHoursReclaimed",
          "annualHoursReclaimed",
          "annualCapacityValue",
          "estimatedPaybackMonths",
          "assumptions",
          "recommendedNextStep"
        ],
        "type": "object"
      }
    },
    {
      "description": "Rank 1–12 user-described workflows by value, predictability, judgment, sensitivity, and integration complexity, then recommend automate, assist, or discovery. Each workflow requires caller-supplied weekly hours, predictability, judgment required, error cost, data sensitivity, and system count. Ask for missing facts rather than inventing values.",
      "inputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "properties": {
          "workflows": {
            "items": {
              "properties": {
                "dataSensitivity": {
                  "enum": [
                    "low",
                    "medium",
                    "high"
                  ],
                  "type": "string"
                },
                "errorCost": {
                  "enum": [
                    "low",
                    "medium",
                    "high"
                  ],
                  "type": "string"
                },
                "judgmentRequired": {
                  "enum": [
                    "low",
                    "medium",
                    "high"
                  ],
                  "type": "string"
                },
                "name": {
                  "maxLength": 120,
                  "minLength": 1,
                  "type": "string"
                },
                "predictability": {
                  "enum": [
                    "low",
                    "medium",
                    "high"
                  ],
                  "type": "string"
                },
                "systemsCount": {
                  "maximum": 20,
                  "minimum": 1,
                  "type": "integer"
                },
                "weeklyHours": {
                  "maximum": 500,
                  "minimum": 0.25,
                  "type": "number"
                }
              },
              "required": [
                "name",
                "weeklyHours",
                "predictability",
                "judgmentRequired",
                "errorCost",
                "dataSensitivity",
                "systemsCount"
              ],
              "type": "object"
            },
            "maxItems": 12,
            "minItems": 1,
            "type": "array"
          }
        },
        "required": [
          "workflows"
        ],
        "type": "object"
      },
      "name": "prioritize_automation_workflows",
      "outputSchema": {
        "$schema": "http://json-schema.org/draft-07/schema#",
        "additionalProperties": false,
        "properties": {
          "guardrails": {
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "rankedWorkflows": {
            "items": {
              "additionalProperties": false,
              "properties": {
                "humanReviewRequired": {
                  "type": "boolean"
                },
                "name": {
                  "type": "string"
                },
                "rationale": {
                  "items": {
                    "type": "string"
                  },
                  "type": "array"
                },
                "recommendation": {
                  "enum": [
                    "automate",
                    "assist",
                    "discovery"
                  ],
                  "type": "string"
                },
                "score": {
                  "type": "number"
                }
              },
              "required": [
                "name",
                "score",
                "recommendation",
                "humanReviewRequired",
                "rationale"
              ],
              "type": "object"
            },
            "type": "array"
          },
          "recommendedFirstWorkflow": {
            "type": "string"
          }
        },
        "required": [
          "rankedWorkflows",
          "recommendedFirstWorkflow",
          "guardrails"
        ],
        "type": "object"
      }
    }
  ]
}

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