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KhushalB25

resume-scorer-mcp

by KhushalB25

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    Related Servers

    • F
      license
      Not graded
      quality
      D
      maintenance
      MCP server for candidate scoring. Post a resume and job description, get back structured scores across skills match, experience, industry background, and education — plus strengths and gaps grounded in the actual text. Hosted API at recruit api .app or self-host on Railway.
      -
    • A
      license
      B
      quality
      D
      maintenance
      Deterministic MCP server for job-landing pipeline that parses CVs into validated JSON Resume, detects sections, scores parse confidence, and exposes FR/US market profiles to help beat ATS and LLM screeners honestly.
      75
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      MCP server that evaluates, compares, aligns, generates, and validates resume materials against specific job postings, including ATS parseability checks, match scoring, and gap analysis.
      Apache 2.0

    TDQS

    A4.5/5.0

    Scored across 2 tools

    Disambiguation5/5

    Both tools have clearly distinct purposes: one expects structured JSON Resume input, the other accepts free-form text. Descriptions explicitly state the difference and accuracy trade-off, leaving no ambiguity.

    Naming Consistency5/5

    Both tools follow the same `score_resume` prefix, with the second having a descriptive suffix `_from_freeform`. The pattern is consistent and predictable.

    Tool Count4/5

    Two tools is minimal but appropriate for this narrow domain—scoring resumes in two input formats. Could potentially add a third for batch processing, but current count is reasonable.

    Completeness4/5

    The set covers the two likely input types (structured and freeform). No obvious gaps like scoring from a file path or returning additional output formats, but the core functionality is complete.

    Maintenance

    ActivityStale
    ResponsivenessNo issues