Calculate Generation Price

Immutable Catalog + Curated Guide

This lossless descriptor comes from the active Portal catalog and is enhanced with reviewed examples.

WRITEleonardo-ai.leonardo_pricing_calculator

• Contract tier: agent_ready
• Risk: write
• Catalog version: leonardo-ai-2026.07.12.1
• Descriptor hash: c2a2ee2b9782871233a4d853dd259903c11b3292d7a2619320da10e4be602630

Estimate provider credit use for the planned generation before execution.

Request Body

{
  "jsonrpc": "2.0",
  "id": "leonardo-ai-leonardo-pricing-calculator-example",
  "method": "tools/call",
  "params": {
    "name": "leonardo-ai.leonardo_pricing_calculator",
    "arguments": {
      "body": "",
      "mode": "",
      "model": "",
      "query": "",
      "width": "",
      "height": "",
      "motion": "",
      "confirm": false,
      "modelId": "",
      "service": ""
    }
  }
}

Arguments Schema

{
  "type": "object",
  "properties": {
    "body": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "JSON request body for the Leonardo endpoint. Use provider parameter names exactly, including casing such as `modelId`, `num_images`, or `init_image_id`."
    },
    "mode": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional resolution mode or pixel preset, such as RESOLUTION_480, 480p, RESOLUTION_720, 720p, or 496x864."
    },
    "model": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional modern video provider model or alias to estimate through the closest pricing-calculator service. Examples: seedance-2.0 or seedance-2.0-fast."
    },
    "query": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Query string parameters for the Leonardo endpoint. Omit when unused."
    },
    "width": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional video dimension used to infer the pricing resolution mode."
    },
    "height": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional video dimension used to infer the pricing resolution mode."
    },
    "motion": {
      "anyOf": [
        {
          "type": "boolean"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional GUI-style pricing/generation hint. When motion or imageToVideo is true, the MCP maps the request to MOTION_VIDEO_GENERATION for pricing."
    },
    "confirm": {
      "type": "boolean",
      "default": false,
      "description": "Must be true for destructive DELETE tools. Ignored for non-destructive tools."
    },
    "modelId": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional provider modelId from legacy or GUI-style payloads. Returned in normalization context; pricing service selection is based on service or motionModel."
    },
    "service": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Pricing service enum. Examples: IMAGE_GENERATION, MOTION_VIDEO_GENERATION, VEO3_MOTION_VIDEO_GENERATION, LCM_GENERATION, MODEL_TRAINING, UNIVERSAL_UPSCALER, or UNIVERSAL_UPSCALER_ULTRA."
    },
    "duration": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional duration in seconds. Leonardo's v1 pricing calculator may ignore this for video, but it is returned in the normalized estimate context."
    },
    "settings": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional settings object from planner-style inputs. Supports model, duration, resolution, mode, width, height, and aspect ratio aliases."
    },
    "imageWidth": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional video dimension used to infer the pricing resolution mode."
    },
    "model_name": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional modern video provider model or alias to estimate through the closest pricing-calculator service. Examples: seedance-2.0 or seedance-2.0-fast."
    },
    "resolution": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional resolution mode or pixel preset, such as RESOLUTION_480, 480p, RESOLUTION_720, 720p, or 496x864."
    },
    "aspectRatio": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional resolution mode or pixel preset, such as RESOLUTION_480, 480p, RESOLUTION_720, 720p, or 496x864."
    },
    "imageHeight": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional video dimension used to infer the pricing resolution mode."
    },
    "motionModel": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional modern video provider model or alias to estimate through the closest pricing-calculator service. Examples: seedance-2.0 or seedance-2.0-fast."
    },
    "path_params": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Values for path placeholders in the endpoint path, such as `{'id': '...'}` or `{'datasetId': '...'}`. Omit when the endpoint has no placeholders."
    },
    "aspect_ratio": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional resolution mode or pixel preset, such as RESOLUTION_480, 480p, RESOLUTION_720, 720p, or 496x864."
    },
    "imageToVideo": {
      "anyOf": [
        {
          "type": "boolean"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional GUI-style pricing/generation hint. When motion or imageToVideo is true, the MCP maps the request to MOTION_VIDEO_GENERATION for pricing."
    },
    "query_params": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Query string parameters for the Leonardo endpoint. Omit when unused."
    },
    "request_body": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "JSON request body for the Leonardo endpoint. Use provider parameter names exactly, including casing such as `modelId`, `num_images`, or `init_image_id`."
    },
    "serviceParams": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Provider serviceParams object. You may pass the full wrapper, such as `{'MOTION_VIDEO_GENERATION': {'resolution': 'RESOLUTION_480'}}`, or just the selected service params, such as `{'resolution': 'RESOLUTION_480'}` when `service` is also provided."
    },
    "service_params": {
      "anyOf": [
        {
          "type": "object",
          "additionalProperties": true
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Provider serviceParams object. You may pass the full wrapper, such as `{'MOTION_VIDEO_GENERATION': {'resolution': 'RESOLUTION_480'}}`, or just the selected service params, such as `{'resolution': 'RESOLUTION_480'}` when `service` is also provided."
    },
    "preferred_model": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional modern video provider model or alias to estimate through the closest pricing-calculator service. Examples: seedance-2.0 or seedance-2.0-fast."
    },
    "resolution_mode": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional resolution mode or pixel preset, such as RESOLUTION_480, 480p, RESOLUTION_720, 720p, or 496x864."
    },
    "duration_seconds": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "description": "Optional duration in seconds. Leonardo's v1 pricing calculator may ignore this for video, but it is returned in the normalized estimate context."
    }
  },
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "description": "Leonardo MCP result. ok=false, provider_ok=false, a failed status, or an error field represents a semantic failure even when transport delivery succeeded.",
  "additionalProperties": true
}

Code Examples

cURL

curl -X POST 'https://portal.madpanda3d.com/api/mcp' \
  -H 'Authorization: Bearer mad_live_***' \
  -H 'Content-Type: application/json' \
  -d '{
  "jsonrpc": "2.0",
  "id": "leonardo-ai-leonardo-pricing-calculator-example",
  "method": "tools/call",
  "params": {
    "name": "leonardo-ai.leonardo_pricing_calculator",
    "arguments": {
      "body": "",
      "mode": "",
      "model": "",
      "query": "",
      "width": "",
      "height": "",
      "motion": "",
      "confirm": false,
      "modelId": "",
      "service": ""
    }
  }
}'

Node.js

const response = await fetch('https://portal.madpanda3d.com/api/mcp', {
  method: 'POST',
  headers: {
    Authorization: 'Bearer mad_live_***',
    'Content-Type': 'application/json',
  },
  body: JSON.stringify({
  "jsonrpc": "2.0",
  "id": "leonardo-ai-leonardo-pricing-calculator-example",
  "method": "tools/call",
  "params": {
    "name": "leonardo-ai.leonardo_pricing_calculator",
    "arguments": {
      "body": "",
      "mode": "",
      "model": "",
      "query": "",
      "width": "",
      "height": "",
      "motion": "",
      "confirm": false,
      "modelId": "",
      "service": ""
    }
  }
}),
});
const data = await response.json();
console.log(data);

Python

import requests

url = 'https://portal.madpanda3d.com/api/mcp'
headers = {
    'Authorization': 'Bearer mad_live_***',
    'Content-Type': 'application/json',
}
payload = {
  "jsonrpc": "2.0",
  "id": "leonardo-ai-leonardo-pricing-calculator-example",
  "method": "tools/call",
  "params": {
    "name": "leonardo-ai.leonardo_pricing_calculator",
    "arguments": {
      "body": "",
      "mode": "",
      "model": "",
      "query": "",
      "width": "",
      "height": "",
      "motion": "",
      "confirm": false,
      "modelId": "",
      "service": ""
    }
  }
}
response = requests.post(url, headers=headers, json=payload, timeout=60)
print(response.json())

Example Responses

200 Success

{
  "ok": true,
  "data": {
    "estimateAvailable": true
  },
  "error": null
}

502 Upstream Error

{
  "ok": false,
  "classification": "upstream_http_error",
  "message": "Upstream MCP returned a non-success status."
}