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Resume Optimizer MCP server

by vpatser1·io.github.vpatser1/resume-optimizer·v1.1.4

Resume analysis, ATS compatibility checks, bullet improvements, job-tailored optimization

C55/100grade C
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C55/100

full report

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21 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Resume Optimizer tools (6)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • analyze_keywords

    Extract and analyze keywords from resume text. Identifies hard skills, soft skills, tools/technologies, certifications, and action verbs. Assesses industry relevance and keyword density. Optionally target a specific industry (tech, finance, marketing, healthcare) for tailored analysis.

  • analyze_resume

    Perform a comprehensive resume analysis. Returns an overall score (0-100), ATS compatibility score, keyword density analysis, action verb usage, quantified achievements count, section completeness check (contact, summary, experience, education, skills), formatting/structure issues, and length assessment. Optionally score against a job description for keyword relevance.

  • check_ats

    Deep ATS (Applicant Tracking System) compatibility check. Validates font/formatting recommendations, section header standardization, file format advice, keyword stuffing detection, and contact info parsing. Returns categorized issues (error/warning/info) with fix suggestions, detected vs missing sections, and an overall ATS-readiness rating.

  • generate_summary

    Generate 2-3 sentence professional summary options from resume text. Produces multiple variants -- confident, technical, and leadership-focused -- tailored to the detected career level (entry/mid/senior/executive). Optionally target a specific role for more focused output.

  • improve_bullets

    Analyze resume bullet points and rewrite them for maximum impact. Checks each bullet for action verb usage, quantified results, specificity, STAR method format (Situation, Task, Action, Result), and appropriate length. Returns before/after comparisons with per-bullet scores and rewrite suggestions using stronger action verbs and quantification.

  • optimize_for_job

    Match a resume against a specific job description. Identifies matching keywords, finds missing keywords from the job description, suggests bullet point rewrites to match job requirements, calculates a match score (0-100), and highlights transferable skills. Returns detailed gap analysis and actionable improvement suggestions.

Public scan report

scanner v0.1.9 · 2026-09-24 · same rubric, same numbers if you re-run it

no findings
  • Code scan23 source files scanned25/25
  • Live reliabilityno gateway calls yet and no remote to proben/a
  • Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancerepository not readable: repo not found3/15
  • Maintainer identityno repository or website to verify2/10
Overall 55/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

Runs npx -y resume-optimizer on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add resume-optimizer -- npx -y resume-optimizer
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Resume Optimizer: common questions

Is Resume Optimizer MCP server safe?
With care: it is graded C, so read the findings first (55/100). Read the Resume Optimizer safety report
How do I install Resume Optimizer?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Resume Optimizer need an API key?
Yes. The registry entry asks for LICENSE_KEY.
Is Resume Optimizer maintained?
The latest release is v1.1.4.
What can I use instead of Resume Optimizer?
Servers from other publishers that do the same job: Reactive Resume MCP server and Token Optimizer MCP server.

Alternatives to Resume Optimizer

Same job from other publishers: the closest match first, then the best rated.

  • Reactive Resume
    Free open-source resume builder with remote MCP tools for resumes and job applications.
    A
  • Token Optimizer
    Context-window optimization: caching, compression & smart file tools that cut tokens 60-90%.
    C

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