Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@MCP Jobs Recommender Agent find remote software engineer roles that match my python and react skills"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
An AI-powered Job Recommender Agent built using the Model Context Protocol (MCP) to provide personalized job recommendations using LLMs and external tools.
MCP-based AI Agent
Smart Job Recommendations
Resume / Skills matching
Tool integrations via MCP
Related MCP server: Workopia
mcp-jobs-recommender-agent/ ├── app.py ├── main.py ├── mcp_server.py ├──
requirements.txt └── README.mdgit clone https://github.com/jsuryanm/mcp-jobs-recommender-agent.git cd
mcp-jobs-recommender-agent pip install -r requirements.txtstreamlit run app.py
Python, MCP, Groq, Apify Client ,Streamlit
If you like this project, please star the repo!
This server cannot be deployed
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