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@interviewsage/mcp

by gowing111

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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI clients to serve as a personal career analyst by searching, matching, and explaining job recommendations, managing job applications, and syncing public job boards through standardized MCP tools.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP clients such as Claude Desktop or compatible editors to run local, privacy-first job-search workflows including resume generation and STAR polishing, JD matching, GitHub project recommendations, mock interviews, and application tracking. It exposes these capabilities as callable tools through the Model Context Protocol.
      1
      MIT
    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables AI assistants to interact with HR and talent backend services through a unified MCP interface, supporting resume parsing, job analysis, skill matching, and composite candidate evaluation tools.
      -

    TDQS

    A3.9/5.0

    Scored across 10 tools

    Disambiguation4/5

    Most tools map to clearly distinct functions (health, articles, assessment, OCR), but the three resume tools—diagnose, rewrite, tailor—are closely related and could be mixed up when choosing an action. interview_coach and interview_prediction are also adjacent, though their descriptions make the difference clear.

    Naming Consistency2/5

    The tool names are all snake_case but follow no consistent pattern: some are verb-first (search_articles), some are noun-verb (resume_rewrite, resume_diagnose, resume_tailor), and several are noun phrases (health, holland_assessment, interview_questions_bank, interview_coach, interview_prediction, ocr_exam_search).

    Tool Count5/5

    Ten tools is a well-scoped count for a career/interview assistant covering health checks, articles, assessment, resume services, interview practice, and OCR search. Each tool earns its place and none feel redundant.

    Completeness5/5

    The tool surface covers the full core workflow of the domain: discovery (articles, health), assessment (Holland), resume improvement (diagnose, rewrite, tailor), interview preparation (questions, coach, prediction), and OCR lookup. There are no obvious dead ends or missing lifecycle operations.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues