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ResumePilot MCP

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      A
      quality
      C
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      license
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      Enables Claude Desktop to manage a job search end-to-end: find and score job listings, tailor resumes, generate application messages, and track application history, while leaving final external actions to the user.
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      quality
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      Enables Claude to intelligently query and analyze your resume using RAG technology. Supports skill matching against job requirements and answering questions about your professional background from locally stored resume files.
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    • F
      license
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      quality
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      Enables Claude to parse CVs, search job boards (Remotive, Arbeitnow, Adzuna, Greenhouse/Lever), tailor resumes and cover letters, and prepare application packages with direct apply links—without ever auto-submitting. It runs 100% locally and free, storing jobs and applications as JSON files.
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    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables Claude Desktop to act as an ATS resume checker: lists resume files and evaluates them against job descriptions, providing formatting audits and keyword match scores.
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    • F
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      quality
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      35
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    TDQS

    A3.8/5.0

    Scored across 17 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, but there is slight overlap between generate_application_profile and prepare_application (both prepare components for applying) and between search_application_emails and update_application_tracking (both can update status). Descriptions clarify boundaries, but a few tools could be confused without careful reading.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun or verb_preposition_noun pattern using snake_case. Examples like upload_master_resume, analyze_job, get_application_status, and generate_application_report are predictable and follow the same convention throughout.

    Tool Count4/5

    At 17 tools, the set is slightly heavy but justified by the broad scope of resume management, job analysis, application preparation, tracking, and reporting. Each tool addresses a distinct step in the workflow, though a few could potentially be consolidated without loss of clarity.

    Completeness5/5

    The tool set covers the full lifecycle from resume upload and profile setup, through job analysis and optimization, to application preparation, submission (manual), tracking, email search, and reporting. No critical steps are missing; the only limitation (e.g., no delete or edit for resume) is intentional due to immutability.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues