batch_predict

Active

declared in 0.1.0

Predict nationalities for multiple first names at once (up to 10). Returns country codes with probability scores for each name. Use to process name lists efficiently.

Parameters schema

{
  "type": "object",
  "examples": [
    {
      "names": [
        "Anna",
        "Giuseppe",
        "Fatima",
        "James"
      ]
    },
    {
      "names": [
        "Jean",
        "Sofia",
        "Ahmed",
        "Kenji",
        "Lars"
      ]
    }
  ],
  "required": [
    "names"
  ],
  "properties": {
    "names": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 10,
      "description": "Array of first names to predict nationality for (maximum 10)."
    }
  }
}

What this tool wraps· 0 endpoints

min confidence0.70 0.50

No endpoints wrapped at confidence ≥ 0.50.

Parent server

mcp-nationalize

https://github.com/pipeworx-io/mcp-nationalize

2/7 registries

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