Matchcv MCP server

by 18boys·io.github.18boys/matchcv·v0.1.1

ATS resume checking, job description analysis, and AI resume tailoring powered by MatchCV.

A92/100grade A

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A92/100

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0 stars44 downloads/wk

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

write = sends, deletes, buys or posts

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

analyze_job_description
Parse a job posting into structured data: title, company, seniority, industry, must-have keywords,
ats_check
Score resume text for applicant tracking system (ATS) compatibility. Returns a 0-100 score, a recruiter take,
extract_resume_text
Read a local PDF/DOC/DOCX/TXT resume and return its plain text, optionally also parsing it into structured
optimize_resume
Return prioritized, rewrite-level suggestions for a resume, optionally aimed at a specific role or job
roast_resumewrite action
Run the MatchCV "resume roast": a brutally honest recruiter reaction plus an ATS score. Returns a public
tailor_resume
The full MatchCV pipeline: analyze the job description, structure the resume, then rewrite it for that role

scanner v0.1.9 · 2026-09-20 · same rubric, same numbers if you re-run it

no findings

Code scan6 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 qualitylocal package, no credentials required12/15
Maintenancelast push 20 days ago15/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

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

claude mcp add matchcv -- npx -y matchcv-mcp

Is Matchcv MCP server safe?: Yes, by our scan: it is graded A (92/100). Read the Matchcv safety report
How do I install Matchcv?: It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Matchcv need an API key?: No secret keys are declared. It reads 1 setting from the environment.
Is Matchcv maintained?: The last commit was 21 days ago (2026-08-31). The latest release is v0.1.1.