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ai_summarizer_context

by linhnvv2

Overview

A Windows desktop application that integrates local Large Language Models (LLMs) for text summarization, explanation, translation, and rewriting, enhanced with Model Context Protocol (MCP) tools to provide additional context.

Installation

Run Command
python app.py

Environment Variables

  • ROOT_PATH

Security Notes

The application's `config.json` allows specifying arbitrary commands and arguments for MCP servers, which are then executed via `subprocess.Popen`. If the `config.json` is compromised or manipulated (e.g., by malware on the local machine), this mechanism could be exploited to run malicious code. The default `npx @modelcontextprotocol/server-filesystem` command also introduces a supply chain risk by downloading and executing code from npm. While intended for local tooling, the ability to execute arbitrary commands from a configuration file represents a significant security vulnerability if not carefully managed by the user.

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Stats

Interest Score0
Security Score3
Cost ClassMedium
Avg Tokens2000
Stars0
Forks0
Last Update2025-11-26

Tags

Desktop AppLLMSummarizationMCPWindows