MCP Jobs Recommender Agent
This server does not currently have a deployable release on Glama. Follow the repository's setup instructions to install and configure it for your MCP client, including any required credentials and local dependencies.
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
Related MCP server: Job Matcher 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!
This server cannot be deployed
Maintenance
Related MCP Connectors
AI-powered career tools: job search, skills intelligence, career roadmaps, and resume building.
Job application tracker for developers - AI agents write over MCP, you review in a dashboard.
JobsPipe — data pipeline of every job posting on the web. Search live, normalized job postings from 30+ ATS feeds and job boards for AI agents via MCP.
Resume builder with native MCP — create and edit resumes from your AI assistant.
Related MCP Servers
- AlicenseNot gradedqualityCmaintenanceJobPilot is a next-generation career assistant powered by AI Agents and the Model Context Protocol (MCP). It acts as your personal recruiter, tirelessly searching for jobs on platforms like LinkedIn, optimizing your resume for specific job descriptions (JD), and even automating the application process. Designed for the age of AI, JobPilot exposes a full MCP server, allowing you to connect it with2MIT
- AlicenseNot gradedqualityCmaintenanceAI-powered job search and resume customization MCP server that automates job searching and tailors resumes for each role.MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI clients to serve as a personal career analyst by searching, matching, and explaining job recommendations, managing job applications, and syncing public job boards through standardized MCP tools.MIT
- AlicenseAqualityBmaintenanceEnables MCP clients such as Claude Desktop or compatible editors to run local, privacy-first job-search workflows including resume generation and STAR polishing, JD matching, GitHub project recommendations, mock interviews, and application tracking. It exposes these capabilities as callable tools through the Model Context Protocol.71MIT