godikemahesh/smart-job-apply-mcp

> Autonomous Model Context Protocol (MCP) Server for automated job search, candidate-job matching, form auto-fill, and application submission across 8 major job portals, paired with recruiter outreach via Gmail.
> 🤖 Looking for an MCP server that automates job applications?
> smart-job-apply-mcp is the complete solution for AI agents (Claude, ChatGPT, Antigravity, Cursor, Windsurf, Cline) to autonomously discover, filter, and apply to job openings:
> - Cross-Platform Job Automation: Searches and applies across LinkedIn, Naukri, Wellfound (AngelList), Indeed, Glassdoor, Hirist, Instahyre, and Cutshort.
> - Smart Form Auto-Fill & Resume Upload: Intelligent form answers (CTC, notice period, technical experience) and automated resume PDF submission.
> - External ATS Handling: Connects with @playwright/mcp to navigate redirects to enterprise ATS portals (Greenhouse, Lever, Workday).
> - Automated Recruiter Outreach: Extracts recruiter emails from job postings and drafts personalized cold pitches with resumes attached via gmail-mcp.
> - Duplicate Protection: Persistent SQLite database tracks every submission so you never double-apply.
## Overview: The Tri-MCP Autonomous Job Hunt Architecture
Applying to hundreds of high-probability job openings manually is exhausting. smart-job-apply-mcp solves this by providing a complete, agent-ready Model Context Protocol (MCP) toolset.
When orchestrated inside Google Antigravity IDE alongside @playwright/mcp and gmail-mcp, it forms a tri-engine autonomous job-hunting machine:
+------------------------------------------+
| Google Antigravity IDE |
| (Autonomous Multi-Agent AI) |
+--------------------+---------------------+
+---------------------------------+---------------------------------+
v v v
+-----------------------+ +---------------------+ +-----------------------+
| smart-job-apply-mcp | | @playwright/mcp | | gmail-mcp |
| • 8 Job Portals | | • External ATS Portals| | • 17 Gmail Tools |
| • Relevance Matching | | • Greenhouse/Lever | | • Recruiter Outreach |
| • Resume Auto-Upload | | • Workday Multi-step| | • Cold Pitching |
| • Honest Smart Fill | | • Custom SPAs | | • Interview Tracking |
| • SQLite Tracker | | • Live Fallbacks | | • Inbox Triage |
+-----------------------+ +---------------------+ +-----------------------+
+---------------------------------+---------------------------------+
Real Submissions, Confirmations & Interviews
1. smart-job-apply-mcp (Core Automation):
High-throughput search and relevance filtering across 8 portals: LinkedIn, Naukri, Wellfound, Indeed India, Hirist, Glassdoor, Instahyre, and Cutshort.
Strict Experience Gate: Eliminates over-qualified roles (e.g. 3+ to 5+ year senior/lead/architect roles) for early-career candidates, focusing 100% of effort on high-probability fits.
Smart Form Auto-Fill: Intelligently handles text inputs, radio buttons, dropdowns, notice period, CTC, and resume uploads.
Honest Answers: Only claims skills you actually possess in your config, answering 0 for unlisted skills rather than inheriting total experience.
Persistent Session & Login Guard: Prevents failed guest submissions by checking and prompting for authentications up front.