app.py

# ------------------------------
# Gradio Interface
# ------------------------------
iface = gr.Interface(
    fn=process_and_describe,
    inputs=gr.JSON(label="Input JSON"),
    outputs=gr.JSON(label="Output JSON"),
    api_name="predict",
    flagging_mode="never"
)

# ------------------------------
# Main Entry
# ------------------------------
if __name__ == "__main__":
    # Start MCP server in background thread
    import threading

    def run_mcp():
        print("[MCP] Starting MCP server...")
        mcp.run()     # <--- THIS is correct

    threading.Thread(target=run_mcp, daemon=True).start()

    # Start Gradio normally (HF Space auto serves)
    print("[Gradio] Launching interface...")
    iface.launch(server_name="0.0.0.0", server_port=7860)