Update app.py

app.py

@@ -1,12 +1,7 @@
 #!/usr/bin/env python3
 """
-HDF5/NetCDF MCP Server - Gradio Implementation (TRULY Stateless)
+HDF5/NetCDF MCP Server - Gradio Implementation 
 A Model Context Protocol server for reading and analyzing HDF5 and NetCDF scientific data files.
-
-CRITICAL: This implementation is COMPLETELY STATELESS for MCP tools.
-- ALL MCP tool functions take file_path as a required parameter
-- NO state variables are used in MCP tools
-- Enum validation removed from MCP tools (accepts any string)
 """
 
 import gradio as gr
@@ -3067,13 +3062,6 @@ def build_mcp_tools():
                 placeholder="0:10, :, 5",
                 value="",
                 info="NumPy-style slice notation"
-            ),
-            gr.Number(
-                label="Memory Limit MB (optional)",
-                value=None,
-                minimum=1,
-                maximum=50000,
-                info="Override default memory limits (100/500/2000 MB). Set higher if you have more RAM."
             )
         ],
         outputs=gr.JSON(label="Dataset Contents"),
@@ -3173,13 +3161,6 @@ def build_mcp_tools():
                 placeholder="0:10, :, :",
                 value="",
                 info="Compute statistics over a subset"
-            ),
-            gr.Number(
-                label="Memory Limit MB (optional)",
-                value=None,
-                minimum=1,
-                maximum=50000,
-                info="Override default memory limits (100/500/2000 MB). Set higher if you have more RAM."
             )
         ],
         outputs=gr.JSON(label="Statistical Results"),
@@ -3220,13 +3201,6 @@ def build_mcp_tools():
                 minimum=1000,
                 maximum=1000000,
                 info="Safety limit for CSV files"
-            ),
-            gr.Number(
-                label="Memory Limit MB (optional)",
-                value=None,
-                minimum=1,
-                maximum=50000,
-                info="Override default memory limits (100/500/2000 MB). Set higher if you have more RAM."
             )
         ],
         outputs=[gr.JSON(label="Export Status"), gr.File(label="Download File")],
@@ -3334,13 +3308,6 @@ def build_mcp_tools():
                 minimum=0,
                 maximum=1000,
                 info="Window size for smoothing (0 or 1 = no smoothing, 2-1000 = apply moving average)"
-            ),
-            gr.Number(
-                label="Memory Limit (MB) - optional",
-                value=None,
-                minimum=1,
-                maximum=50000,
-                info="Override default memory limits (100/500/2000 MB)"
             )
         ],
         outputs=[
@@ -3395,13 +3362,6 @@ def build_mcp_tools():
                 choices=["Viridis", "Plasma", "Inferno", "Magma", "Cividis", "Blues", "Reds", "YlOrRd", "RdBu"],
                 value="Viridis",
                 info="Plotly colorscale for heatmap"
-            ),
-            gr.Number(
-                label="Memory Limit (MB) - optional",
-                value=None,
-                minimum=1,
-                maximum=50000,
-                info="Override default memory limits (100/500/2000 MB)"
             )
         ],
         outputs=[
@@ -3461,13 +3421,6 @@ def build_mcp_tools():
                 placeholder="Leave blank for automatic",
                 value="",
                 info="Override automatic y-axis label"
-            ),
-            gr.Number(
-                label="Memory Limit (MB) - optional",
-                value=None,
-                minimum=1,
-                maximum=50000,
-                info="Override default memory limits (100/500/2000 MB)"
             )
         ],
         outputs=[
@@ -3529,13 +3482,6 @@ def build_mcp_tools():
                 choices=["Viridis", "Plasma", "Inferno", "Magma", "Cividis", "Blues", "Reds", "YlOrRd", "RdBu"],
                 value="Viridis",
                 info="Plotly colorscale for contours"
-            ),
-            gr.Number(
-                label="Memory Limit (MB) - optional",
-                value=None,
-                minimum=1,
-                maximum=50000,
-                info="Override default memory limits (100/500/2000 MB)"
             )
         ],
         outputs=[
@@ -3635,9 +3581,9 @@ if __name__ == "__main__":
     # Create organized interface with nested tabs
     # All individual tools still exposed to MCP via api_name
     
-    with gr.Blocks(title="HDF5/NetCDF MCP Server (Stateless)") as demo:
-        gr.Markdown("# HDF5/NetCDF MCP Server (Stateless)")
-        gr.Markdown("Stateless tools for analyzing HDF5 and NetCDF scientific data files")
+    with gr.Blocks(title="HDF5/NetCDF MCP Server") as demo:
+        gr.Markdown("# HDF5/NetCDF MCP Server")
+        gr.Markdown("Tools for analyzing HDF5 and NetCDF scientific data files")
         
         with gr.Tab("📥 File Loading"):
             with gr.Tabs():