feat: prep MCP server

app_mcp.py

@@ -17,12 +17,6 @@ from utils.gradient import gradient_processing
 from utils.minmax import preprocess as minmax_preprocess
 from utils.ela import genELA as ELA
 from forensics.registry import register_model, MODEL_REGISTRY, ModelEntry
-import cv2
-import tempfile
-from utils.wavelet import wavelet_blocking_noise_estimation
-from utils.bitplane import bit_plane_extractor
-from utils.exif import exif_full_dump
-
 
 # Configure logging
 logging.basicConfig(level=logging.DEBUG)
@@ -433,5 +427,6 @@ with gr.Blocks(css="#post-gallery { overflow: hidden !important;} .grid-wrap{ ov
                     description="Extract all EXIF metadata from the uploaded image."
                 )
 
-# Launch the interface
-demo.launch(share=True)
+# --- MCP-Ready Launch ---
+if __name__ == "__main__":
+    demo.launch(mcp_server=True)