korbit-ai[bot] commented on code in PR #36033:
URL: https://github.com/apache/superset/pull/36033#discussion_r2500647589


##########
superset/mcp_service/mcp_config.py:
##########
@@ -60,10 +60,15 @@
     "WTF_CSRF_TIME_LIMIT": None,
 }
 
+# Branding Configuration
+# These values can be overridden in superset_config.py to customize branding
+MCP_SERVICE_NAME = "Superset MCP Server"  # Display name shown to AI clients
+MCP_SERVICE_BRANDING = "Apache Superset"  # Product name used in documentation

Review Comment:
   ### Unused branding configuration constant <sub>![category 
Functionality](https://img.shields.io/badge/Functionality-0284c7)</sub>
   
   <details>
     <summary>Tell me more</summary>
   
   ###### What is the issue?
   The MCP_SERVICE_BRANDING constant is defined but never used anywhere in the 
code, making it a dead configuration value.
   
   
   ###### Why this matters
   This creates confusion for developers who might expect this branding 
configuration to actually affect the service behavior or documentation, when it 
currently has no functional impact.
   
   ###### Suggested change ∙ *Feature Preview*
   Either remove the unused `MCP_SERVICE_BRANDING` constant or implement its 
usage in the appropriate places where branding should be applied:
   
   ```python
   # Remove if not needed:
   # MCP_SERVICE_BRANDING = "Apache Superset"
   
   # OR implement usage in factory config or other relevant places
   MCP_FACTORY_CONFIG = {
       "name": MCP_SERVICE_NAME,
       "branding": MCP_SERVICE_BRANDING,  # If supported by FastMCP
       # ... rest of config
   }
   ```
   
   
   ###### Provide feedback to improve future suggestions
   [![Nice 
Catch](https://img.shields.io/badge/👍%20Nice%20Catch-71BC78)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/0ffc51f7-1ea3-4825-85bc-7f4de93d137f/upvote)
 
[![Incorrect](https://img.shields.io/badge/👎%20Incorrect-white)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/0ffc51f7-1ea3-4825-85bc-7f4de93d137f?what_not_true=true)
  [![Not in 
Scope](https://img.shields.io/badge/👎%20Out%20of%20PR%20scope-white)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/0ffc51f7-1ea3-4825-85bc-7f4de93d137f?what_out_of_scope=true)
 [![Not in coding 
standard](https://img.shields.io/badge/👎%20Not%20in%20our%20standards-white)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/0ffc51f7-1ea3-4825-85bc-7f4de93d137f?what_not_in_standard=true)
 
[![Other](https://img.shields.io/badge/👎%20Other-white)](https://app.korbit.ai/feedback/aa91ff46-6083-4491-9416-b83dd1994b51/0ffc51f7-1ea3-4825-85bc-7f4de93d137f)
   </details>
   
   <sub>
   
   💬 Looking for more details? Reply to this comment to chat with Korbit.
   </sub>
   
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