update changelog and server name

Author: srnagar

CHANGELOG.md

@@ -119,8 +119,9 @@ All notable changes to "Azure Toolkit for IntelliJ IDEA" will be documented in t
   - [3.0.6](#306)
 
 ## 3.96.0
+- Configure Azure MCP server for GitHub Copilot
 - Integrate azd to Azure Explorer 
-- Fix some known issues.
+- Fix some known issues
 
 ## 3.95.0
 - Update function cdn uri

PluginsAndFeatures/azure-toolkit-for-intellij/azure-intellij-plugin-azuremcp/src/main/java/com/microsoft/azure/toolkit/intellij/azuremcp/GithubCopilotMcpInitializer.java

@@ -113,7 +113,10 @@ private void configureMcpServer(File azMcpExe) throws Exception {
         final McpServer azureMcpServer = new McpServer();
         azureMcpServer.setCommand(azMcpExe.getAbsolutePath());
         azureMcpServer.setArgs(Arrays.asList("server", "start"));
-        servers.put("Azure MCP Server", azureMcpServer);
+        if (servers.containsKey("Azure MCP Server")) {
+            servers.remove("Azure MCP Server");
+        }
+        servers.put("Azure MCP Server IntelliJ", azureMcpServer);
         Files.writeString(mcpConfigPath, OBJECT_MAPPER.writeValueAsString(mcpConfig));
         logTelemetryEvent("azmcp-copilot-initialization-success");
     }