app.py

import gradio as gr

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

def transcribe(audio):
    return "fake transcription"

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