Ai Job Hunting Agent

FreeNot checked

Checks for jobs continuously (24×7) on a schedule you control Parses job descriptions, extracts skills & keywords, and scores matches to your preferences Sends

by vivek7557

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About

Checks for jobs continuously (24×7) on a schedule you control Parses job descriptions, extracts skills & keywords, and scores matches to your preferences Sends notifications (Email + Telegram bot supported in MVP) Generates tailored, job‑specific CVs (Markdown → optional PDF via Pandoc)

README

An intelligent real-time job hunting assistant built with Python, Streamlit, and Machine Learning.
It automatically scrapes fresh job listings, analyzes your CV to compute JD match scores, and highlights missing skills — empowering you to apply smarter and faster.

🚀 Features

🔍 Live Job Scraping from Naukri, Indeed, Remotive & Arbeitnow
📄 CV Intelligence: PDF/DOCX upload with skill extraction
🧠 AI Match Scoring: TF-IDF + Cosine Similarity for JD ↔ CV alignment
⚙️ Auto-Refresh Engine: Fetches new jobs every hour
💼 Smart Dashboard: Filter jobs by role, location, and match score
💾 SQLite Database: Stores jobs, preferences, and applied history

🧩 Tech Stack

Frontend: Streamlit
Backend: Python, SQLite
ML: TF-IDF Vectorization, Cosine Similarity
Web Scraping: BeautifulSoup, Requests

🏗️ Setup & Run

# Clone the repo
git clone https://github.com/<your-username>/ai-job-hunting-agent.git
cd ai-job-hunting-agent

# Install dependencies
pip install -r requirements.txt

# Run the app
streamlit run real_time_job.py

📈 Future Enhancements

🧩 Integration with LinkedIn API for live job sync
🔊 Email/Telegram job alerts
🤖 Resume optimization tips based on match analytics

🧑‍💻 Author

Vivek
Machine Learning Engineer | AI Product Builder
📧 [email protected]
🌐 LinkedIn Profile or Portfolio link]

GitHub short description:

🔍 AI Job Hunting Agent — Streamlit app that fetches live jobs, analyzes your CV, and scores JD matches in real-time.

from github.com/vivek7557/Ai-Job-hunting-Agent

Installing Ai Job Hunting Agent

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/vivek7557/Ai-Job-hunting-Agent

FAQ

Is Ai Job Hunting Agent MCP free?

Yes, Ai Job Hunting Agent MCP is free — one-click install via Unyly at no cost.

Does Ai Job Hunting Agent need an API key?

No, Ai Job Hunting Agent runs without API keys or environment variables.

Is Ai Job Hunting Agent hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Ai Job Hunting Agent in Claude Desktop, Claude Code or Cursor?

Open Ai Job Hunting Agent on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.