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tuneit-ai-agent

Verified Safe

by mcuellar

Overview

Automates the process of tailoring resumes based on job descriptions by leveraging an AI agent and an MCP server.

Installation

Run Command
python run.py

Environment Variables

  • MCP_SERVER_URL
  • WATCH_DIRECTORY
  • ALLOWED_EXTENSIONS

Security Notes

The agent itself follows good security practices, utilizing environment variables for configuration and avoiding dangerous patterns like 'eval'. Network risks are limited as it's designed to connect to a local MCP server (default: http://localhost:8000). The primary security consideration lies with the external MCP server: if it's configured with a publicly accessible URL or implements insecure file writing based on unsanitized inputs (e.g., job titles used for filenames), it could introduce vulnerabilities. The agent itself does not perform direct file writing, but delegates filename generation to the MCP server. No hardcoded secrets were found.

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Stats

Interest Score0
Security Score8
Cost ClassHigh
Avg Tokens7500
Stars0
Forks0
Last Update2025-12-08

Tags

AI AgentResume OptimizationLangGraphFile WatcherMCP Integration