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AI · March 31, 2026

hrmcp-server

MCP server that scores candidates against job descriptions

What it does

hrmcp-server scores resumes against job descriptions using Claude. It returns structured dimension scores across skills match, experience, industry background, and education — plus specific strengths and gaps grounded in the actual text. Built for AI agent workflows — any framework that speaks MCP can call it natively, no wrapper needed. Also available as a hosted API at recruitapi.app ($5 per 100 scores) or self-hostable on Railway in under 15 minutes.

Does the same job

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