Resume as API: Transforming Recruitment through Structured Data Access

MCP transforms resumes from static PDFs into queryable APIs, enabling AI agents to programmatically search, analyze, and evaluate candidates with structured data instead of unstructured document parsing. This fundamentally shifts the recruitment dynamic from passive HR review to active agent-driven querying, where agents make intelligent matching decisions based on job requirements. The protocol also introduces an elegant control mechanism through invite codes, giving candidates agency over data access while automating the screening process.