Dataset Viewer MCP Server

MIT License

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get_statistics

Retrieve detailed statistics for a Hugging Face dataset by specifying dataset identifier, configuration, and split. Analyze data distribution and insights for training or evaluation.

Instructions

Get statistics about a Hugging Face dataset

Input Schema

Name	Required	Description
`auth_token`	No	Hugging Face auth token for private/gated datasets
`config`	Yes	Dataset configuration/subset name. Use get_info to list available configs
`dataset`	Yes	Hugging Face dataset identifier in the format owner/dataset
`split`	Yes	Dataset split name. Splits partition the data for training/evaluation

Input Schema (JSON Schema)

{
  "properties": {
    "auth_token": {
      "description": "Hugging Face auth token for private/gated datasets",
      "optional": true,
      "type": "string"
    },
    "config": {
      "description": "Dataset configuration/subset name. Use get_info to list available configs",
      "examples": [
        "default",
        "en",
        "es"
      ],
      "type": "string"
    },
    "dataset": {
      "description": "Hugging Face dataset identifier in the format owner/dataset",
      "examples": [
        "ylecun/mnist",
        "stanfordnlp/imdb"
      ],
      "pattern": "^[^/]+/[^/]+$",
      "type": "string"
    },
    "split": {
      "description": "Dataset split name. Splits partition the data for training/evaluation",
      "examples": [
        "train",
        "validation",
        "test"
      ],
      "type": "string"
    }
  },
  "required": [
    "dataset",
    "config",
    "split"
  ],
  "type": "object"
}

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