Rezmatch.ai
Rezmatch.ai provides a parse-and-match API that turns résumés and job descriptions into clean JSON and returns calibrated, explainable fit scores. It handles messy real-world formats, canonicalizes titles and employers, computes tenures, and never stores résumés. Developers integrate via REST, a hosted MCP server, or Agent Skills, and every score comes with a receipt: which requirements were met, which were missed, and the résumé evidence behind each verdict.
Rezmatch.ai
Rezmatch.ai provides a parse-and-match API that turns résumés and job descriptions into clean JSON and returns calibrated, explainable fit scores. It handles messy real-world formats, canonicalizes titles and employers, computes tenures, and never stores résumés. Developers integrate via REST, a hosted MCP server, or Agent Skills, and every score comes with a receipt: which requirements were met, which were missed, and the résumé evidence behind each verdict.
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One API replaces two build-outs: résumé/JD parsing and candidate matching. Messy documents in, clean normalized JSON out, with calibrated 0-100 fit scores where every verdict quotes its evidence. Résumés are never stored; matching is bias parity-tested. REST, hosted MCP server, or Agent Skills.
Building a résumé parser takes months, and unexplainable match scores fail recruiter trust and bias audits. Rezmatch.ai solves both with one API: it turns any résumé and job description into clean JSON and scores job fit with quoted evidence. Available as REST, a hosted MCP server, and Agent Skills.
Audience
Developers building hiring products — ATSs, job boards, recruiting agents.
Pricing
Free (100 credits, no card), then $19.99–$399.99/mo, Enterprise custom. Top-up packs from $15.
Domain Rating
rezmatch.ai
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