MCP Hub
Back to servers

MCP Jobs Recommender Agent

An AI-powered job recommender built on the Model Context Protocol that provides personalized career suggestions through resume and skills matching. It utilizes LLMs and external tool integrations to help users find relevant job openings based on their professional profile.

glama
AI & MLDevelopment ToolsFile Systems
Updated
Feb 17, 2026
View Source
Claim this server

MCP Jobs Recommender

An AI-powered Job Recommender Agent built using the Model Context Protocol (MCP) to provide personalized job recommendations using LLMs and external tools.

📌 Features

  • MCP-based AI Agent
  • Smart Job Recommendations
  • Resume / Skills matching
  • Tool integrations via MCP

🏗️ Project Structure

mcp-jobs-recommender-agent/ ├── app.py ├── main.py ├── mcp_server.py ├──
requirements.txt └── README.md

⚙️ Installation

git clone https://github.com/jsuryanm/mcp-jobs-recommender-agent.git cd
mcp-jobs-recommender-agent pip install -r requirements.txt

▶️ Run

streamlit run app.py

🛠️ Tech Stack

Python, MCP, Groq, Apify Client ,Streamlit

⭐ Support

If you like this project, please star the repo!

Reviews

No reviews yet

Sign in to write a review