MCP Data Wrangler

MIT License

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describe_data

Generate summary statistics and calculate percentiles for input data files using the 'describe_data' tool on the MCP Data Wrangler server, ideal for data analysis and preprocessing tasks.

Instructions

Summary statistics of the input data

Input Schema

Name	Required	Description	Default
`input_data_file_path`	No	Path to the input data file
`interpolation`	No	Interpolation method used when calculating percentiles	nearest
`percentiles`	No	List of percentiles to include in the summary statistics. All values must be in the range [0, 1].

Input Schema (JSON Schema)

{
  "properties": {
    "input_data_file_path": {
      "description": "Path to the input data file",
      "type": "string"
    },
    "interpolation": {
      "default": "nearest",
      "description": "Interpolation method used when calculating percentiles",
      "enum": [
        "nearest",
        "higher",
        "lower",
        "midpoint",
        "linear"
      ],
      "type": "string"
    },
    "percentiles": {
      "default": [
        0.25,
        0.5,
        0.75
      ],
      "description": "List of percentiles to include in the summary statistics. All values must be in the range [0, 1].",
      "items": {
        "type": "number"
      },
      "type": "array"
    }
  },
  "type": "object"
}

Install Server

HTTP connection URL

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