Watsonx MCP Server
This project is a Python chatbot server based on IBM Watsonx.ai and the MCP protocol. It provides medical consultation functions, supports building a Web interface through Flask, and realizes symptom diagnosis and personalized greetings.
rating : 2 points
downloads : 16
What is the MCP Chatbot Server Based on Watsonx.ai?
This is a chatbot server that provides services through the Model Context Protocol (MCP). It uses the advanced large language model of IBM Watsonx.ai to generate intelligent responses. Whether you are developing an internal help desk or a public chatbot API, this model is easy to scale and adapt.How to Use This Server?
First, ensure that your environment is correctly configured. Then run the server script and use the client tool to interact. For example, you can use the MCP Inspector to test the chat tool.Applicable Scenarios
Suitable for chat applications that require powerful language model support, such as customer service systems and medical consultation assistants.Main Features
Multi - purpose Chat ToolSupports invoking the chat tool through the MCP protocol to achieve human - machine dialogue interaction.
Personalized GreetingsCan dynamically generate personalized greetings to enhance the user experience.
Symptom Assessment ToolIntegrates a symptom assessment tool that can generate medical advice based on the symptoms entered by the user.
Advantages and Limitations
Advantages
Powerful language model support to generate high - quality responses.
Modular design, easy to scale and reuse.
Supports multiple clients, such as MCP Inspector and custom Python clients.
Limitations
Requires a certain technical foundation to set up the environment and run the server.
Some advanced features may require additional fees or resources.
Sensitive to network latency and may perform poorly in low - bandwidth environments.
How to Use
Install Dependencies
Ensure that Python 3.9+ is installed and create a virtual environment to install the required dependencies.
Configure Environment Variables
Create a.env file and add your Watsonx.ai credentials.
Start the Server
Run the server.py script to start the MCP server.
Test the Chat Tool
Use the MCP Inspector to connect to the server and test the chat tool.
Usage Examples
Basic Chat ExampleSend a simple message to the chat tool and receive a reply.
Symptom Assessment ExampleEnter symptoms and get medical advice.
Frequently Asked Questions
How to load the.env file?
Why does the connection fail?
Does it support custom prompts?
Related Resources
Official Documentation
Learn more about the features of Watsonx.ai.
GitHub Code Repository
View the project source code.
Tutorial Video
Watch the detailed installation and configuration tutorial.
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