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Chatbot_Agent

Verified Safe

by mhosseinkarimi

Overview

A chatbot agent leveraging large language models to interact with users and perform web scraping, crawling, and data extraction tasks via the Firecrawl service.

Installation

Run Command
python main.py

Environment Variables

  • OPENAI_API_KEY
  • FIRECRAWL_API_KEY

Security Notes

The Python code avoids direct use of dangerous functions like 'eval' or 'exec' on user input. Subprocess calls are to fixed commands ('node --version', 'npx firecrawl-mcp') rather than user-controlled input, mitigating direct command injection risks within the Python layer. API keys are loaded from environment variables, which is good practice. The primary security consideration lies with the external 'firecrawl-mcp' tool itself, which is executed via npx. The agent's ability to call this tool implies trust in the 'firecrawl-mcp' package to handle inputs securely and perform its functions without introducing vulnerabilities that could be exploited by malicious or malformed agent-generated tool calls.

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Stats

Interest Score0
Security Score8
Cost ClassMedium
Avg Tokens750
Stars0
Forks0
Last Update2025-11-20

Tags

AI AgentChatbotWeb ScrapingFirecrawlLangChainLLM