MCP ready

app.py

@@ -143,9 +143,22 @@ def spectrogram_image_from_file(filename, max_volume: float = 50, power_for_imag
     return spectrogram_image_from_wav(wav_bytes, max_volume=max_volume, power_for_image=power_for_image, ms_duration=length_in_ms)
 
 def convert(audio):
+    """
+    Convert an uploaded audio file to a spectrogram image.
+
+    This function is the main entry point for the MCP interface.
+
+    Args:
+        audio: A file path to the uploaded audio file (MP3, WAV, etc.)
+
+    Returns:
+        A spectrogram image (PIL.Image) representing the waveform content
+        of the audio input, transformed into a visual format using mel-scaling
+        and power adjustments.
+    """
     
     image = spectrogram_image_from_file(audio, 50)
 
     return image
 
-gr.Interface(fn=convert, inputs=[gr.Audio(sources=["upload"], type="filepath")], outputs=[gr.Image()]).launch()
+gr.Interface(fn=convert, inputs=[gr.Audio(sources=["upload"], type="filepath")], outputs=[gr.Image()]).launch(ssr_mode=False, mcp_server=True)