"Reactive Resume" matching MCP servers:

Claude-powered job fit analyzer that analyzes job fit based on GitHub portfolio, resume, and preferences, tracks applications locally.

Resume parsing & candidate matching engine (European markets - ONSS/DIMONA compliance).

Enables LLMs to access candidate information including resume, LinkedIn, GitHub, and contact via email.

Enables Claude Web users to manage their job application workflow by storing profile and resume data, analyzing job descriptions, preparing applications, and tracking progress — all with manual submission and no platform automation.