import json import gradio as gr from textblob import TextBlob def sentiment_analysis(text:str) -> str: """ Analyze the sentiment of given sentence or text. Args: text (str) : text to be analysed Returns: str: A JSOn String containing polarity,subjectivity and assessment """ blob = TextBlob(text) sentiment = blob.sentiment result={ "plarity": round(sentiment.polarity, 2), "subjectivity": round(sentiment.subjectivity, 2), "assessment": "positive" if sentiment.polarity >0 else "negative" if sentiment.polarity <0 else "neutral" } return json.dumps(result) # create gradio interface demo = gr.Interface( fn=sentiment_analysis, inputs=gr.Textbox(placeholder="Enter text to analyze..."), outputs=gr.Textbox(), title="Text Sentiment Analysis", description="Analyze the sentiment of text using TextBlob" ) #Launch the interface and MCP server if __name__=="__main__": demo.launch(mcp_server=True)