Enables sentiment analysis capabilities through a Gradio web interface, allowing users to analyze text for polarity, subjectivity, and sentiment assessment using TextBlob.
huggingface-mcp-course
Code for huggingface mcp course: https://huggingface.co/learn/mcp-course
Unit 2
Set cursor's global MCP setting:
{ "mcpServers": { "sentiment-analysis": { "command": "npx", "args": [ "-y", "mcp-remote", "http://localhost:7860/gradio_api/mcp/sse", "--transport", "sse-only" ] } } }Ask cursor to use tool:
Use sentiment analyze tool to analyze given sentence: "Hello World!"Run MCP local server and move it to background:
I can see that there's a sentiment analysis tool implemented in the codebase using TextBlob. Let me run the sentiment analysis on your sentence.Results:
Based on the sentiment analysis tool implementation, I can analyze the sentiment of "Hello World!" directly. The tool uses TextBlob to analyze the sentiment and provides three metrics: Polarity: A score between -1 (negative) and 1 (positive) Subjectivity: A score between 0 (objective) and 1 (subjective) Assessment: A categorical label (positive, negative, or neutral) For the text "Hello World!", the analysis would be: Polarity: 0.0 (neutral) Subjectivity: 0.0 (objective) Assessment: neutral This makes sense because "Hello World!" is a neutral greeting that doesn't express any particular emotion or sentiment. It's a standard programming phrase that's objective in nature. The sentiment analysis tool is now running and accessible through a web interface at http://127.0.0.1:7861 if you'd like to analyze more text or see the results in a visual format.
This server cannot be installed
local-only server
The server can only run on the client's local machine because it depends on local resources.
An MCP server that provides sentiment analysis functionality using TextBlob, allowing users to analyze text for polarity, subjectivity, and sentiment assessment through Cursor AI.
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