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Job Finder AI 💼

Python License: MIT MCP

Production-grade autonomous career agent, ATS resume tailor, and job application copilot.

Upload your resume once, and let Job Finder AI:

  1. Concurrently search Greenhouse, Ashby, Lever, LinkedIn, Indeed, and Reed for fresh job postings.
  2. Calculate deterministic ATS match scores against your candidate profile.
  3. Automatically tailor pixel-perfect 1-page LaTeX resumes when required.
  4. Autonomously fill out web application forms via browser automation (browser-use).

⚡ Quick Start & Installation

Install the package directly from PyPI:

pip install job-finder-ai

Or install with all cloud & database integrations:

pip install "job-finder-ai[all]"

Playwright browser dependencies (for browser auto-fill & web scraping):

playwright install chromium

🚀 Setup Wizard (job-finder setup)

Run the interactive setup wizard to configure your .env, import your master resume, and review your candidate profile:

job-finder setup

The wizard will:

  • Initialize your local .env configuration template.
  • Auto-detect and parse your master resume (.pdf / .docx / .tex).
  • Verify demographic, work authorization, and portal fields, interactively prompting for any missing details.

🛠️ Unified CLI Commands

1. Autonomous Job Discovery & Tailoring Scanner (job-finder scan)

Search job boards, score postings against your candidate profile, tailor resumes, and auto-apply:

# Preview mode (Safety Guardrails active — reviews before submission):
job-finder scan

# Autonomous mode (Submits applications directly):
job-finder scan --auto-apply

# Direct single-URL application:
job-finder scan "https://boards.greenhouse.io/company/jobs/12345" --auto-apply

# Advanced tuning (timeouts, steps, ATS thresholds, roles, freshness):
job-finder scan   --role "AI Systems Engineer"   --location "London, UK"   --timeframe "24h"   --min-ats 70   --timeout 180   --auto-apply

2. Direct Application Autofill (job-finder apply)

Run ad-hoc browser auto-filler on any specific job application URL:

job-finder apply "https://jobs.ashbyhq.com/company/abc-123" --submit

3. Candidate Profile Management (job-finder profile)

Inspect or re-sync your candidate background from your resume:

# View active candidate profile & preferences:
job-finder profile --show

# Re-sync profile from a new resume PDF:
job-finder profile --sync /path/to/resume.pdf

4. Local Web Server & Dashboard (job-finder server)

Launch the backend server locally on port 8000:

job-finder server --port 8000

5. Model Context Protocol Server (job-finder mcp)

Launch the stdio MCP server for integration with Cursor IDE, Claude Code, Claude Desktop, and Antigravity:

job-finder mcp

⚙️ Environment Variables

You can configure environment settings in a local .env file or export them directly:

Variable Description
GEMINI_API_KEY Google Gemini API Key for LLM operations & browser-use
PORTALS_PASSWORD Password for automated job board account creation
BROWSER_USE_TIMEOUT Autofill session timeout in seconds (default: 300)
TAILORING_TIMEOUT Resume tailoring timeout in seconds (default: 90)
MASTER_RESUME_PATH Path to master resume PDF (or iCloud Drive Red tag)

📄 License

MIT License. Designed and maintained by Akhil Baja.

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