mcp-gemini-prompt-enhancer
Verified Safeby andrea9293
Overview
A Model Context Protocol (MCP) server that provides a prompt optimization service for Large Language Models (LLMs) using Google Gemini, with advanced prompt engineering support and automatic PDF asset management.
Installation
npx -y @andrea9293/mcp-gemini-prompt-enhancerEnvironment Variables
- GEMINI_API_KEY
- PORT
Security Notes
The remote server (`startRemoteServer`) allows the `GEMINI_API_KEY` to be passed as a query parameter in the URL. This is a security risk as API keys in URLs can be logged, cached, or exposed more easily than those passed in headers or environment variables. The server also automatically downloads a PDF from a hardcoded URL on startup if not present; while the source seems benign, this introduces a minor supply chain risk if the URL were to be compromised in the future.
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