diff --git a/Editor/Services/ConsoleLogsService.cs b/Editor/Services/ConsoleLogsService.cs
index 74c00c15..b0fac8b0 100644
--- a/Editor/Services/ConsoleLogsService.cs
+++ b/Editor/Services/ConsoleLogsService.cs
@@ -12,6 +12,14 @@ namespace McpUnity.Services
     /// </summary>
     public class ConsoleLogsService : IConsoleLogsService
     {
+        // Static mapping for MCP log types to Unity log types
+        // Some MCP types map to multiple Unity types (e.g., "error" includes Error, Exception and Assert)
+        private static readonly Dictionary<string, HashSet<string>> LogTypeMapping = new Dictionary<string, HashSet<string>>(StringComparer.OrdinalIgnoreCase)
+        {
+            { "info", new HashSet<string>(StringComparer.OrdinalIgnoreCase) { "Log" } },
+            { "error", new HashSet<string>(StringComparer.OrdinalIgnoreCase) { "Error", "Exception", "Assert" } }
+        };
+        
         // Structure to store log information
         private class LogEntry
         {
@@ -76,11 +84,26 @@ public JArray GetAllLogsAsJson(string logType = "")
             JArray logsArray = new JArray();
             bool filter = !string.IsNullOrEmpty(logType);
             
+            // Map MCP log types to Unity log types outside the loop for better performance
+            HashSet<string> unityLogTypes = null;
+            if (filter)
+            {
+                if (LogTypeMapping.TryGetValue(logType, out var mapped))
+                {
+                    unityLogTypes = mapped;
+                }
+                else
+                {
+                    // If no mapping exists, create a set with the original type for case-insensitive comparison
+                    unityLogTypes = new HashSet<string>(StringComparer.OrdinalIgnoreCase) { logType };
+                }
+            }
+            
             lock (_logEntries)
             {
                 foreach (var entry in _logEntries)
                 {
-                    if (filter && !entry.Type.ToString().Equals(logType, System.StringComparison.OrdinalIgnoreCase))
+                    if (filter && !unityLogTypes.Contains(entry.Type.ToString()))
                         continue;
                     logsArray.Add(new JObject
                     {