JobSprout

Score and build your resume

JobSprout runs a real ATS rubric on your resume, rebuilds it in a designed template, and keeps the result in your account to reuse. Score it: paste your resume for a 0 to 100 ATS score with a category breakdown and where you rank against real scored resumes.

What you can ask

Score my resume and show me what to fix
Example path → ·

MCP connector

Server URL: https://www.jobsprout.ai/mcp
Login: OAuth
Protocol: MCP 2025-11-25
Instructions: JobSprout scores resumes against an ATS rubric, offers professionally typeset resume templates, and builds, tailors, and redesigns resumes and cover letters. Every result is shown to the user in a JobSprout card: never repeat what the card shows, never draw your own card, table, form or image of it, never write out its links, and keep your reply to one or two sentences plus one next step. Call when the user shares a resume (text, file, or a saved cv_id) and wants feedback, a score, or an ATS check. Call only when the user wants to see or choose between designs; when they name a design, pass the name straight to or . Once the user picks from the gallery, call (or for a saved resume) right away instead of showing the gallery again. For a linked account: silently looks up saved resumes whenever you need a cv_id, shows them only when the user asks to see them, shows one resume only when the user asks to see it, returns a PDF, adapts a resume to a job in place by default (pass mode new_copy only when the user wants to keep the original unchanged), writes a matching cover letter, and changes a saved resume's design in place. Call each tool once per request. When the user wants a tailored resume and a cover letter, tailor first and write the letter after the tailoring has returned. When an account tool returns a link-your-account prompt, the user links once via the connect flow; after they have connected, call the same tool again yourself to finish their request rather than waiting for them to retry. When a free-plan limit blocks an action, offer the in-place alternative or deleting a document rather than stopping. These tools never search for jobs.

Tools

Reads data6

Changes data5

Skills

3 in the ChatGPT listing

MCP connector

Server URL

https://www.jobsprout.ai/mcp

OAuth

Protocol

MCP 2025-11-25

Instructions

JobSprout scores resumes against an ATS rubric, offers professionally typeset resume templates, and builds, tailors, and redesigns resumes and cover letters. Every result is shown to the user in a JobSprout card: never repeat what the card shows, never draw your own card, table, form or image of it, never write out its links, and keep your reply to one or two sentences plus one next step. Call when the user shares a resume (text, file, or a saved cv_id) and wants feedback, a score, or an ATS check. Call only when the user wants to see or choose between designs; when they name a design, pass the name straight to or . Once the user picks from the gallery, call (or for a saved resume) right away instead of showing the gallery again. For a linked account: silently looks up saved resumes whenever you need a cv_id, shows them only when the user asks to see them, shows one resume only when the user asks to see it, returns a PDF, adapts a resume to a job in place by default (pass mode new_copy only when the user wants to keep the original unchanged), writes a matching cover letter, and changes a saved resume's design in place. Call each tool once per request. When the user wants a tailored resume and a cover letter, tailor first and write the letter after the tailoring has returned. When an account tool returns a link-your-account prompt, the user links once via the connect flow; after they have connected, call the same tool again yourself to finish their request rather than waiting for them to retry. When a free-plan limit blocks an action, offer the in-place alternative or deleting a document rather than stopping. These tools never search for jobs.

Skills

3 in the ChatGPT listing