This is a chatbot client that interacts with a remote job search MCP (Model Context Protocol) server. It utilizes a local LLM (Language Model) running in Ollama to process user queries and communicate with the server hosted on Hugging Face Spaces.
My Remote Jobs Search MCP Server Link🔗: https://oppaai-job-search-mcp-server.hf.space
The client is designed to help users find remote jobs by querying the server with natural language.
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Prerequisites:
- Python 3.12+
- Ollama installed and running locally
- The
qwen3:1.7b-q8_0model downloaded in Ollama (ollama pull qwen3:1.7b-q8_0)
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Install Dependencies:
pip install pydantic_ai asyncio
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Configuration:
- Ensure Ollama is running on
http://localhost:11434. If it's running on a different port, you'll need to modify theMCP-client.pyfile.
- Ensure Ollama is running on
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Run the Client:
python MCP-client.py
Run the client and enter your job search query (e.g., "remote data science jobs"). The client will process your query and return relevant job listings from the remote server.
MCP (Model Context Protocol) is used to facilitate communication between the client and server, allowing for efficient and scalable job searching.
This project is licensed under the GNU General Public License v3.0 - see the LICENSE file for details.