app.py

import gradio as gr

whisper = gr.load("models/openai/whisper-small")

def transcribe(audio):
    return whisper(audio).replace("AutomaticSpeechRecognitionOutput(text=' ", "").replace("', chunks=None)", "")

gr.Interface(transcribe, gr.Audio(type="filepath"), gr.Textbox()).launch(mcp_server=True)