Building LinkedIN Job Application Agents - Part 2

The Technology Stack Here’s what I built the MVP with: Frontend: Streamlit + Pandas (Python web framework) Backend: Integrated Python application Database: Supabase (PostgreSQL + Storage) AI: OpenAI SDK for intelligent agents LinkedIn Scraping: linkedin-mcp-server via MCP for web scraping Indeed Scraping: requests + BeautifulSoup4 Browser Automation: Playwright Email: Python smtplib for notifications (Gmail SMTP) ✅ Working Features: Multi-page Streamlit Application Dashboard with metrics and ana