jobapply

The jobapply MCP server enables programmatic submission of job applications to job boards and company sites. It handles form data entry, document uploads, and status retrieval via API. Job seekers apply to multiple positions efficiently; developers integrate it into search bots or recruitment pipelines.

job-application
automation
api
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Overview

The jobapply MCP server provides API endpoints for automating job application workflows. It connects to platforms like LinkedIn, Indeed, and company career pages, managing the submission process from data preparation to confirmation. This allows scripted interactions without browser automation, reducing manual effort in high-volume applying.

Key Capabilities

  • jobapply: Submits a complete job application including personal details, resume, cover letter, and custom questions to a target job URL or ID.

No additional tools are exposed; the core jobapply function handles end-to-end submission and basic response parsing.

Use Cases

  • Bulk job applying: Load a list of job URLs from a spreadsheet and loop jobapply calls to submit tailored applications overnight.

  • Job search bot integration: In a Python script, query job APIs (e.g., Indeed), then use jobapply to submit to top matches based on resume keywords.

  • Application tracking: After jobapply submission, poll for status updates on dashboard pages to log progress in a personal database.

  • Custom recruitment tools: Embed jobapply in a web app where users upload resumes and select jobs for automated multi-platform submissions.

Who This Is For

  • Job seekers managing 50+ applications weekly who script their process in languages like Python or Node.js.

  • Developers creating personal automation tools or job search dashboards.

  • HR tech builders extending platforms with inbound application automation.

This server suits technical users comfortable with API integration and basic scripting (200 words).

PlaygroundUpdated Mar 23, 2026