Rezmatch provides a REST API and MCP server that converts resumes and job descriptions into clean, normalized JSON and returns calibrated fit scores with explanations. It supports any industry and format without storing candidate data. It is built for ATS, job boards, recruiting agents, and other hiring products.
In the API design, testing & docs space, Rezmatch.ai takes a focused approach. Accurately extracting structured data from resumes and scoring candidate-job fit at scale. It is built as a B2B product for developers of hiring tools. Rezmatch.ai follows a freemium model. It ships for API.
Behind Rezmatch.ai is Rezmatch.ai, and it first shipped in 2024. Key capabilities include Resume Parsing, Candidate Matching, and JSON Output. It exposes integrations via an MCP server and a public API.
Summary written by a language model from the project’s public pages.
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