This MCP server predicts the origin of names using the Nationalize.io API, offering both single-name prediction and batch processing capabilities. It exposes two tools: 'predict_origin' for individual names and 'batch_predict' for multiple names, returning country predictions with probability scores. The implementation uses FastMCP with stdio transport for seamless integration with AI assistants, making it valuable for applications requiring demographic analysis, character development, or cultural research.
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