Causara Economic Control

Economic exposure and control decisions for autonomous AI actions in Shadow Mode.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
67%
Naming quality
93%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,019Tokens (tool definitions)
~3.0 KBTypical response size
Moderate attention impact (0.80% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "causara-economic-control": {
      "url": "https://causara.floot.app/_api/mcp"
    }
  }
}

Remote endpoints

https://causara.floot.app/_api/mcpstreamable-http

What it can do

Tool inventory

Tools (3)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢get_control_model

Return the live Causara V2.0 Shadow Mode model metadata, including supported action routes and frozen validation status. Use this before evaluation when you need to check whether an action type is supported.

Input Schema

{
  "type": "object",
  "properties": {}
}
🟢normalize_business_context(csv, filename)

Validate and normalize a structured business-context CSV into Causara's canonical economic context. This does not evaluate or execute an AI action. Use it when source data is available as a field/value or single-row CSV export.

Input Schema

{
  "type": "object",
  "properties": {
    "csv": {
      "type": "string",
      "minLength": 1,
      "description": "Business context CSV text."
    },
    "filename": {
      "type": "string",
      "minLength": 1,
      "default": "agent-business-context.csv"
    }
  },
  "required": [
    "csv"
  ]
}
⚪evaluate_agent_action(event, business_context, data_source)

Run a proposed autonomous AI action through Causara's frozen Shadow Mode economic-control engine. Returns downstream dependency path, economic exposure, potential loss, confidence, and an ALLOW/REVIEW/ESCALATE/BLOCK recommendation. Causara does not execute or block the proposed business action. The evaluation is recorded in Causara's Shadow risk ledger.

Input Schema

{
  "type": "object",
  "properties": {
    "event": {
      "type": "object",
      "properties": {
        "event_id": {
          "type": "string",
          "minLength": 1
        },
        "timestamp": {
          "type": "string",
          "minLength": 1
        },
        "agent": {
          "type": "string",
          "minLength": 1
        },
        "action_type": {
          "type": "string",
          "enum": [
            "supplier_substitution",
            "production_schedule_change",
            "customer_order_prioritization",
            "inventory_reallocation"
          ]
        },
        "action": {
          "type": "string",
          "minLength": 1
        },
        "direct_transaction_value": {
          "type": "number",
          "minimum": 0
        },
        "component": {
          "type": "string"
        },
        "from_supplier": {
          "type": "string"
        },
        "to_supplier": {
          "type": "string"
        }
      },
      "required": [
        "event_id",
        "timestamp",
        "agent",
        "action_type",
        "action",
        "direct_transaction_value"
      ]
    },
    "business_context": {
      "type": "object",
      "properties": {
        "inventory": {
          "type": "object",
          "properties": {
            "shortfallUnits": {
              "type": "number",
              "minimum": 0
            },
            "emergencyUnitCost": {
              "type": "number",
              "minimum": 0
            },
            "emergencyPremium": {
              "type": "number",
              "minimum": 0
            }
          },
          "required": [
            "shortfallUnits",
            "emergencyUnitCost",
            "emergencyPremium"
          ]
        },
        "production": {
          "type": "object",
          "properties": {
            "downtimeLowHours": {
              "type": "number",
              "minimum": 0
            },
            "downtimeHighHours": {
              "type": "number",
              "minimum": 0
            },
            "lineValuePerHour": {
              "type": "number",
              "minimum": 0
            },
            "scheduleRecoveryLow": {
              "type": "number",
              "minimum": 0
            },
            "scheduleRecoveryHigh": {
              "type": "number",
              "minimum": 0
            }
          },
          "required": [
            "downtimeLowHours",
            "downtimeHighHours",
            "lineValuePerHour",
            "scheduleRecoveryLow",
            "scheduleRecoveryHigh"
          ]
        },
        "commercial": {
          "type": "object",
          "properties": {
            "affectedOrderValue": {
              "type": "number",
              "minimum": 0
            },
            "orderRiskLow": {
              "type": "number",
              "minimum": 0,
              "maximum": 1
            },
            "orderRiskHigh": {
              "type": "number",
              "minimum": 0,
              "maximum": 1
            },
            "contractBase": {
              "type": "number",
              "minimum": 0
            },
            "slaRiskLow": {
              "type": "number",
              "minimum": 0,
              "maximum": 1
            },
            "slaRiskHigh": {
              "type": "number",
              "minimum": 0,
              "maximum": 1
            },
            "revenueBase": {
              "type": "number",
              "minimum": 0
            },
            "revenueRiskLow": {
              "type": "number",
              "minimum": 0,
              "maximum": 1
            },
            "revenueRiskHigh": {
              "type": "number",
              "minimum": 0,
              "maximum": 1
            }
          },
          "required": [
            "affectedOrderValue",
            "orderRiskLow",
            "orderRiskHigh",
            "contractBase",
            "slaRiskLow",
            "slaRiskHigh",
            "revenueBase",
            "revenueRiskLow",
            "revenueRiskHigh"
          ]
        },
        "realizationLow": {
          "type": "number",
          "minimum": 0,
          "maximum": 1
        },
        "realizationHigh": {
          "type": "number",
          "minimum": 0,
          "maximum": 1
        },
        "confidence": {
          "type": "number",
          "minimum": 0,
          "maximum": 1
        },
        "policy": {
          "type": "object",
          "properties": {
            "allowBelow": {
              "type": "number",
              "minimum": 0
            },
            "reviewMax": {
              "type": "number",
              "minimum": 0
            },
            "blockAt": {
              "type": "number",
              "minimum": 0
            }
          },
          "required": [
            "allowBelow",
            "reviewMax",
            "blockAt"
          ]
        }
      },
      "required": [
        "inventory",
        "production",
        "commercial",
        "realizationLow",
        "realizationHigh",
        "confidence",
        "policy"
      ]
    },
    "data_source": {
      "type": "object",
      "properties": {
        "type": {
          "type": "string",
          "default": "mcp"
        },
        "filename": {
          "type": "string"
        },
        "source_system": {
          "type": "string"
        },
        "source_snapshot_at": {
          "type": "string"
        },
        "access_control_status": {
          "type": "string"
        }
      }
    }
  },
  "required": [
    "event",
    "business_context"
  ]
}

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Evidence

Recent observations

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