xcomet-mcp-server

MCP Server for xCOMET translation quality evaluation

→ shuji-bonji/xcomet-mcp-server· npm: xcomet-mcp-server· listed on npm

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// key findings

🚨

Known vulnerabilities in dependencies: 1 critical, 3 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configXCOMET_DEBUG— false Enable verbose debug logging (v0.3.1+)

configXCOMET_MODEL— Unbabel/XCOMET-XL xCOMET model to use

configXCOMET_PRELOAD— false Pre-load model at startup (v0.3.1+)

configXCOMET_PYTHON_PATH— Note: When using with Claude Desktop or other MCP hosts, set to point to the venv Python (see [Configuration](#-configuration)).

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/xcomet-mcp-server-4zh94b)](https://m8ven.ai/mcp/xcomet-mcp-server-4zh94b)

commit: a44671450f7ca6486004bc3eb8c207c81566eb59

code hash: 29161e6a7698453694bbfff50b418b95dc8e9f43b251386d14af303e378a7186

verified: 6/10/2026, 10:37:47 AM

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