Smart Job Apply MCP server

This is a helper for your AI that automates job hunting. It searches for openings across eight popular job sites, checks which ones match your profile, and can fill in and submit applications for you. It is handy if you are applying to many roles and want to save hours of copy and paste.

What this MCP server does

You tell your AI what kind of job you want, and it searches across eight job boards. It then filters the results against your profile and experience, dropping roles that are too senior for you. When you pick a job, the helper opens the application page, fills in your details and uploads your resume. It also keeps a local record so you never apply to the same job twice, and it can pull recruiter email addresses from job posts so you can reach out.

What you can do with it

• Search for jobs by keyword, location, and experience level across 8 job boards
• Filter job results to match your skills and avoid over-qualified roles
• Auto-fill application forms with your notice period, salary, and experience details
• Upload your resume PDF to job applications automatically
• Apply to multiple jobs in one batch with safety delays
• Check which job platforms you are already logged into
• Extract recruiter email addresses from job descriptions
• Track your application history and avoid duplicates

Try asking your AI

• “Find me machine learning jobs in Bengaluru for someone with 2 years of experience”
• “Apply to the first 10 jobs you found, but skip any senior roles”
• “Check which job platforms I am logged into”
• “Extract recruiter emails from this job description”

What it gives back to you

In the chat, you get lists of jobs with titles, companies, and links. After applying, you get a confirmation for each application and a summary of what was submitted. You can also ask for your application history, and it will show you what you applied to and when. If there were problems, like a login needed, it tells you what to do next.

Before you start

Who it's for

Job seekers who want to apply to many roles quickly, especially early-career candidates in tech, and anyone tired of filling in the same forms over and over.