Translation quality evaluation MCP Server powered by xCOMET. Provides quality scoring (0-1), error detection with severity levels, and optimized batch processing for AI-assisted translation workflows.
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Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.
When Vitest UI server is listening, arbitrary file can be read and executed
@modelcontextprotocol/sdk has cross-client data leak via shared server/transport instance reuse
Anthropic's MCP TypeScript SDK has a ReDoS vulnerability
Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default
process.env. You'll be asked to provide them before it can run.XCOMET_DEBUG— false Enable verbose debug logging (v0.3.1+)XCOMET_MODEL— Unbabel/XCOMET-XL xCOMET model to useXCOMET_PRELOAD— false Pre-load model at startup (v0.3.1+)XCOMET_PYTHON_PATH— Note: When using with Claude Desktop or other MCP hosts, set to point to the venv Python (see [Configuration](#-configuration)).TOKENIZERS_PARALLELISMXCOMET_NUM_WORKERS— 1 DataLoader workers for model.predict() (v0.6.0+). Increase to better utilize idle CPU cores when running large batches, especially on GPU. Invalid values silently fall back to 1.[](https://m8ven.ai/mcp/shuji-bonji-xcomet-mcp-server-akmxoo)