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eyeson

Verified Safe

by grzetich

Overview

AI-powered UX analysis of websites through a natural language interface, primarily for Claude Desktop and other LLMs.

Installation

Run Command
cd ux-analyst-ai/mcp-server && npm install && node index.js

Environment Variables

  • UX_BACKEND_URL
  • GEMINI_API_KEY

Security Notes

The MCP server itself acts as a proxy, and its direct security risks appear low. It uses standard `node-fetch` for backend communication and retrieves API keys from environment variables. The overall security of the system heavily relies on the backend, which handles browser automation (Puppeteer) and external AI calls. The backend configuration uses `--no-sandbox` arguments for Puppeteer, which reduces isolation but is common in containerized environments. The architecture plan, however, indicates efforts towards robust error handling, resource management, and circuit breakers, which are positive for stability and resilience against certain types of attacks or resource exhaustion.

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Stats

Interest Score0
Security Score8
Cost ClassHigh
Avg Tokens5000
Stars0
Forks0
Last Update2025-11-25

Tags

AIUX AnalysisWeb DevelopmentAccessibilityCode GenerationLLM IntegrationClaude DesktopNode.jsGemini