From PDF to MCP: Let AI Agents Query Your Resume On Demand

The Problem More and more companies are using AI for resume screening. HR hands the JD to an Agent, and the Agent matches candidates. But resumes are essentially PDFs (or web pages) — hard for AI to parse cleanly. Layout noise, scattered information, no structured querying. So I asked myself: why not make my resume AI-native ? Not "AI-friendly" marketing fluff, but something an AI Agent can actually connect to, query on demand, and run structured analysis against. I built exactly that: a MCP Ser