Hugging Face Dataset Rows (Paged, Cells Clipped)

huggingfacedatasetsserver/get-rows

Returns one page of rows from one split of a public Hugging Face dataset: the column list (`features`, with each column's type), the rows (`row_idx` and a `row` of cells), and `num_rows_total` for the split. Select the page with `offset` (default 0) and `length` (1 to 20, default 10). Cells are shortened to keep the answer small: strings to 500 characters, lists to 20 entries, and the answer carries `clipped: true` when anything was cut. Use `huggingfacedatasetsserver/get-splits` for the config and split names. Each dataset has its own licence, set by its authors on the dataset card and not returned by this tool; huggingfacehub/get-dataset returns it. Hugging Face Dataset Viewer data, served by Eden Engine; not an official Hugging Face product.

activeper callv1

Price

$0.0026 per call

You pay the price shown. If a call turns out to cost more than its quote, you pay the actual price, capped at twice the quote. No monthly minimum. Top-ups start at $0.50.

Data source

Hugging Face

Data from the Hugging Face Dataset Viewer API (https://huggingface.co/docs/dataset-viewer). Each dataset carries its own licence, set by its authors on the dataset card. Served by Eden Engine; not an official Hugging Face product.

Use it

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agent

// 1. search: find the tool
omnial_search({ query: "what you need" })

// 2. inspect: price and input schema
omnial_inspect({ tool: "huggingfacedatasetsserver/get-rows" })

// 3. learn: read the usage guide at runtime
omnial_learn({ tool: "huggingfacedatasetsserver/get-rows" })

// 4. run: price the exact call first, then run it
omnial_execute({ tool: "huggingfacedatasetsserver/get-rows", input: { /* see input_schema */ }, dry_run: true })
omnial_execute({ tool: "huggingfacedatasetsserver/get-rows", input: { /* ... */ } })

// 5. settle: the call is charged when it finishes, nothing to do

Not connected yet? Point your MCP client at https://mcp.eden-engine.com/mcp, then copy a config for your client.

Pricing

Every charge this tool can incur.

Charge	Price
Per call	$0.0026

Updated: Oct 25, 2026

Input and output schemas

Input schema

input_schema.json

{
  "type": "object",
  "required": [
    "dataset",
    "config",
    "split"
  ],
  "properties": {
    "split": {
      "type": "string",
      "pattern": "^[A-Za-z0-9][A-Za-z0-9._-]{0,99}$",
      "description": "Split name from get-splits, for example train."
    },
    "config": {
      "type": "string",
      "pattern": "^[A-Za-z0-9][A-Za-z0-9._+ -]{0,99}$",
      "description": "Config name from get-splits, for example plain_text or default."
    },
    "length": {
      "type": "integer",
      "default": 10,
      "maximum": 20,
      "minimum": 1,
      "description": "Rows to return, 1 to 20. Default 10."
    },
    "offset": {
      "type": "integer",
      "default": 0,
      "maximum": 100000000,
      "minimum": 0,
      "description": "Index of the first row. Default 0."
    },
    "dataset": {
      "type": "string",
      "pattern": "^[A-Za-z0-9][A-Za-z0-9._-]*(/[A-Za-z0-9][A-Za-z0-9._-]*)?$",
      "maxLength": 100,
      "minLength": 3,
      "description": "Public dataset repo id, owner/name, for example stanfordnlp/imdb. Older canonical datasets without an owner (for example squad) are accepted."
    }
  },
  "additionalProperties": false
}

Output schema

output_schema.json

{
  "type": "object",
  "required": [
    "features",
    "rows"
  ],
  "properties": {
    "rows": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "row_idx",
          "row"
        ],
        "properties": {
          "row": {
            "type": "object",
            "description": "Cells keyed by column name.",
            "additionalProperties": true
          },
          "row_idx": {
            "type": "integer"
          },
          "truncated_cells": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "Columns the service itself left out for size."
          }
        },
        "additionalProperties": true
      },
      "description": "The requested rows; empty when `offset` is past the end."
    },
    "clipped": {
      "type": "boolean",
      "description": "True when the hook shortened a string, list or object; strings end with a note giving the count dropped."
    },
    "partial": {
      "type": "boolean",
      "description": "True when the service only processed part of a large split."
    },
    "features": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "name": {
            "type": "string"
          },
          "type": {
            "type": "object",
            "additionalProperties": true
          },
          "feature_idx": {
            "type": "integer"
          }
        },
        "additionalProperties": true
      },
      "description": "The columns and their types."
    },
    "num_rows_total": {
      "type": "integer",
      "description": "Rows in the split."
    },
    "num_rows_per_page": {
      "type": "integer"
    }
  },
  "description": "The Dataset Viewer's own answer, bounded by the hook (see `clipped`).",
  "additionalProperties": true
}