xCOMET MCP Server

Example Use Cases

• 1

  Evaluate machine translation quality with detailed scoring and error detection.

• 2

  Efficient batch processing of multiple translation pairs with optimized model loading.

• 3

  Integration with other MCP servers to build end-to-end translation and evaluation workflows.

Description

xCOMET MCP Server integrates the xCOMET model to offer translation quality scoring, error detection with severity levels, and batch processing capabilities. It supports GPU acceleration for faster inference and uses a persistent server architecture to optimize performance by keeping the model loaded in memory. This server enables seamless integration with other MCP servers for comprehensive translation workflows.