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ai_summarizer_context

by linhnvv2

Overview

A desktop application and Chrome extension for AI-powered summarization, explanation, and translation of text, chat with local LLMs, and browser automation via agent commands and Model Context Protocol (MCP) tool integration.

Installation

Run Command
python app.py

Security Notes

CRITICAL: The Chrome extension component (`extension/src/sidepanel.js`) directly parses JSON-like strings from the LLM's streaming output and executes them as browser automation commands via `chrome.tabs.sendMessage` to `content_script.js` when `automation_enabled` is true. This creates a direct pipeline for LLM-generated commands to control the browser, allowing arbitrary actions (e.g., clicking links, typing, reading page content). This is a significant security risk, as a compromised or 'misaligned' local LLM could lead to data exfiltration, phishing, or other malicious activities without explicit user confirmation for each command. While the desktop app's MCP tool calls appear to be user-initiated via a UI panel, the browser extension's automation is direct.

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Stats

Interest Score0
Security Score4
Cost ClassMedium
Avg Tokens2000
Stars0
Forks0
Last Update2025-12-08

Tags

AI AssistantLLMWindows DesktopChrome ExtensionBrowser Automation