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xCOMET MCP Server provides AI agents with the ability to evaluate machine translation quality. It integrates with the xCOMET model from Unbabel to provide: Quality Scoring: Scores between 0-1 indicating translation quality Error Detection: Identifies error spans with severity levels (minor/major/critical) Batch Processing: Evaluate multiple translation pairs efficiently (optimized single model load) GPU Support: Optional GPU acceleration for faster inference