grind.fyi for Chrome

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to apply.

Grind catches fresh matching jobs, then Autopilot opens the application in Chrome, fills what it knows, and brings personal questions back to you. Review every application, or let Auto-apply send it after a review window with Plus.

Free plan · upgrade any time · you see every application before it goes

Grind opens a job, fills known application fields from a sample profile, shows a review window, then auto-applies on a paid plan. It searches for the next matching job before the demo continues. Questions needing a personal answer pause the process.

How it works

The website keeps your search organized. The extension handles the repetitive work on the job site.

  1. transcript.pdf6 proposals
    Distributed Systems — A✓ accepted
    Algorithms — A-✓ accepted
    Intro to Marketing — B+rejected

    1Build your search profile

    Add your background and resume, then choose the roles, levels, locations, and companies you want.

  2. Meridian Labs

    Queued

    Senior Platform Engineer

    Nordwind

    Up next

    Data Engineer

    resume: Platform Eng v2 · closest match

    2Grind watches for matches

    New jobs enter your queue as Grind detects them, ranked against the search you configured.

  3. Full name

    Sam Rivera

    Years of experience

    6

    matched "Years of experience" → 6 (0.94)

    3Chrome does the form work

    The extension opens supported job sites, fills known answers, attaches the right resume, and keeps progress visible.

  4. Salary question — your call

    Desired salary · suggestion from your profile

    Use suggestionEnter value

    4You handle the human parts

    Personal questions, security checks, and final review come to you. Every result lands in your dashboard.

Three ways to run it

Auto-apply in your browser, drive it from an AI agent over MCP, or pull fresh matches straight from the API.

Chrome extension

  • Auto-apply inside your own Chrome, on matching jobs
  • Stops for personal answers and final review
  • Pause or resume from the side panel

MCP server

  • Connect Claude, Cursor, or any MCP client
  • Drive your search and applications from your agent
  • Authenticated with an agent token you mint

Job feed API

  • Pull fresh matching postings the moment they dropsoon
  • Stream them into your own tools and pipelinessoon
  • Keyed access, no pollingsoon

Coming soon

grind.fyi — be the first to apply