Resumes & interviews MCP servers

A server here writes resumes or cover letters, or prepares for job interviews.

Not here: hiring.

104servers
71 remote33 localTagged by Odel's AI, which can make mistakes
By GitHub stars, at most two per publisher
  1. Number 1: Workopia@shuangshuang007/workopiaWorkopia - free MCP for global job search, PDF resume builder, and AI career advice.11% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.316 GitHub stars.
  2. Number 2: Autopilot Jobhunt@tarunlnmiit/autopilot-jobhuntAgentic job hunt: scan careers pages, score against your resume, draft applications. Never applies.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.216 GitHub stars.
  3. Number 3: CV Forge@thechandanbhagat/cv-forgeForge powerful, ATS-friendly CVs tailored to any job - an MCP server for intelligent CV generation5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.30 GitHub stars.

Best fit

82 made for this, ranked by starsRemoteLocal
  1. JobGPT - Job Search Automation & Auto Apply @6figr-com/jobgpt-mcp-serverJob search automation, auto apply, resume builder, application tracking, and recruiter outreach9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.25 GitHub stars.
  2. CV @francisco-perez-sorrosal/cvAn MCP server that provides access to Francisco Perez-Sorrosal's CV4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.5 GitHub stars.
  3. freehire @freehire/freehirefreehire.me: search 3.3M+ IT jobs from 294K company boards, track applications, tailor CVs.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  4. Cvx @hrtips/cvxCreate, validate, and render CV PDFs from plain YAML — fully local, no accounts.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  5. ATS Engine @veriworkly/ats-engineRead your own resume the way an ATS does and score it with a published, deterministic rubric.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  6. Resume Cover Letter Docx Generator @theluckystrike/resume-cover-letter-docx-generatorTailor a resume and write a cover letter as real Word .docx files from facts you stored once.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.1 GitHub stars.
  7. Application @theluckystrike/applicationTailor a job application: resume and cover letter as real Word docx files, from stored facts.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.1 GitHub stars.
  8. ApplyGenie @eternalcodertanishq3/applygenie-mcpAutonomous job application copilot, ATS form filler, and AI mock interview engine.13% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  9. Interviewer @girik-chadha/interviewer-mcpFull technical interview prep: company briefing, concepts, code deep-dive, mock interviews.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  10. Llmconveyors @ebenezer-isaac/llmconveyors53 tools for LLM Conveyors: job hunting, B2B sales, ATS scoring, resume tools.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  11. FormaCV @rocketech-software-development/formacvFormaCV MCP server for AI-powered CV formatting, anonymization, tailoring, and ATS push-back.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  12. Camelotwebtools @kingwarthur/camelotwebtools-mcpOfficial MCP server for Camelot Web Tools: 79 deterministic business, legal, and financial tools.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  13. MatchCV @18boys/matchcvATS resume checking, job description analysis, and AI resume tailoring powered by MatchCV.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  14. JuicedResume MCP @juicedresume/mcpScore, tailor, and export resumes from any MCP client — 60+ ATS checks and JD tailoring.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  15. Silent Brief @warmachine2121/silent-brief-mcpAI-generated legal and business documents. Pay XMR, no accounts, no KYC.37% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  16. NextRole Proxy @bats64mgutsi/nextrole-mcp-proxyMCP proxy server for NextRole CV tailoring services12% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  17. Aidocx MCP @aidocx/mcp-serverCreate, upload, and manage contracts from AI assistants. AI analysis and e-signatures.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  18. Rolnia MCP @aicandidatehub/mcpProfile, CV, jobs, compensation & application-tracking tools for AI agents, by aicandidatehub.com.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  19. Klevercv MCP @klevercv/mcp-serverGenerate tailored resumes via AI agents using KlevrCV. Returns a signed PDF download URL.14% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  20. Resume Optimizer @vpatser1/resume-optimizerResume analysis, ATS compatibility checks, bullet improvements, job-tailored optimization6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.

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