
CV checker & job tailoring
Turn a rough resume into a finished one without leaving the chat. Paste your resume or upload it, and the app scores it the way applicant tracking systems read it: a deterministic score out of 100, a letter grade, the score by area (structure, content, contact details, job tailoring), the issues to fix first and, when you add a job posting, which of its keywords your resume already covers and which are missing.
Example path
https://resumenext.io/api/chatgpt/mcpResumeNext reviews, scores and finishes resumes, then opens them in the ResumeNext editor. For a review, ATS score or keyword check, call with the user's complete resume text: never invent a score. Improve the resume in the conversation using only facts the user supplied. When the resume is complete, or the user wants to edit, format, download or open it, call with the COMPLETE final resume text (every role, bullet and contact detail) plus any target role, company and job description the user gave, and share the returned link. Say the editor opens with the resume already loaded, with templates and a live ATS score; do not describe export or download terms, the editor shows them. If a job-specific request has no job posting, ask for it first. The tools take plain text: read attached files and pass their full text. Do not send excerpts, summaries or your critique as the resume.
None in the store listings or on the server