diff --git a/tests/mcp_tests/test_semantic_tool_filter_e2e.py b/tests/mcp_tests/test_semantic_tool_filter_e2e.py
index b7d9e4a0784..c619f0f6d46 100644
--- a/tests/mcp_tests/test_semantic_tool_filter_e2e.py
+++ b/tests/mcp_tests/test_semantic_tool_filter_e2e.py
@@ -1,6 +1,7 @@
 """
 End-to-end test for MCP Semantic Tool Filtering
 """
+
 import asyncio
 import os
 import sys
@@ -15,6 +16,7 @@ from mcp.types import Tool as MCPTool
 # Check if semantic-router is available
 try:
     import semantic_router
+
     SEMANTIC_ROUTER_AVAILABLE = True
 except ImportError:
     SEMANTIC_ROUTER_AVAILABLE = False
@@ -26,8 +28,7 @@ except ImportError:
     reason="semantic-router not installed. Install the `litellm[semantic-router]` extra."
 )
 @pytest.mark.skipif(
-    not os.environ.get("OPENAI_API_KEY"),
-    reason="OPENAI_API_KEY not set in environment"
+    not os.environ.get("OPENAI_API_KEY"), reason="OPENAI_API_KEY not set in environment"
 )
 async def test_e2e_semantic_filter():
     """E2E: Load router/filter and verify hook filters tools."""
@@ -36,48 +37,88 @@ async def test_e2e_semantic_filter():
     from litellm.proxy._experimental.mcp_server.semantic_tool_filter import (
         SemanticMCPToolFilter,
     )
-    
+
     # Create router and filter
     router = Router(
-        model_list=[{
-            "model_name": "text-embedding-3-small",
-            "litellm_params": {"model": "openai/text-embedding-3-small"},
-        }]
+        model_list=[
+            {
+                "model_name": "text-embedding-3-small",
+                "litellm_params": {"model": "openai/text-embedding-3-small"},
+            }
+        ]
     )
-    
+
     filter_instance = SemanticMCPToolFilter(
         embedding_model="text-embedding-3-small",
         litellm_router_instance=router,
         top_k=3,
         enabled=True,
     )
-    
-    # Create 10 tools
+
+    # Create 10 tools (MCP-prefixed names so the hook classifies them as MCP)
     tools = [
-        MCPTool(name="gmail_send", description="Send an email via Gmail", inputSchema={"type": "object"}),
-        MCPTool(name="calendar_create", description="Create a calendar event", inputSchema={"type": "object"}),
-        MCPTool(name="file_upload", description="Upload a file", inputSchema={"type": "object"}),
-        MCPTool(name="web_search", description="Search the web", inputSchema={"type": "object"}),
-        MCPTool(name="slack_send", description="Send Slack message", inputSchema={"type": "object"}),
-        MCPTool(name="doc_read", description="Read document", inputSchema={"type": "object"}),
-        MCPTool(name="db_query", description="Query database", inputSchema={"type": "object"}),
-        MCPTool(name="api_call", description="Make API call", inputSchema={"type": "object"}),
-        MCPTool(name="task_create", description="Create task", inputSchema={"type": "object"}),
-        MCPTool(name="note_add", description="Add note", inputSchema={"type": "object"}),
+        MCPTool(
+            name="gmail-send_email",
+            description="Send an email via Gmail",
+            inputSchema={"type": "object"},
+        ),
+        MCPTool(
+            name="calendar-create_event",
+            description="Create a calendar event",
+            inputSchema={"type": "object"},
+        ),
+        MCPTool(
+            name="files-upload",
+            description="Upload a file",
+            inputSchema={"type": "object"},
+        ),
+        MCPTool(
+            name="web-search",
+            description="Search the web",
+            inputSchema={"type": "object"},
+        ),
+        MCPTool(
+            name="slack-send_message",
+            description="Send Slack message",
+            inputSchema={"type": "object"},
+        ),
+        MCPTool(
+            name="docs-read",
+            description="Read document",
+            inputSchema={"type": "object"},
+        ),
+        MCPTool(
+            name="db-query",
+            description="Query database",
+            inputSchema={"type": "object"},
+        ),
+        MCPTool(
+            name="api-call", description="Make API call", inputSchema={"type": "object"}
+        ),
+        MCPTool(
+            name="tasks-create",
+            description="Create task",
+            inputSchema={"type": "object"},
+        ),
+        MCPTool(
+            name="notes-add", description="Add note", inputSchema={"type": "object"}
+        ),
     ]
-    
+
     # Build router with test tools
     filter_instance._build_router(tools)
-    
+
     hook = SemanticToolFilterHook(filter_instance)
-    
+
     data = {
         "model": "gpt-4",
-        "messages": [{"role": "user", "content": "Send an email and create a calendar event"}],
+        "messages": [
+            {"role": "user", "content": "Send an email and create a calendar event"}
+        ],
         "tools": tools,
         "metadata": {},  # Initialize metadata dict for hook to store filter stats
     }
-    
+
     # Call hook
     result = await hook.async_pre_call_hook(
         user_api_key_dict=Mock(),
@@ -87,7 +128,11 @@ async def test_e2e_semantic_filter():
     )
 
     # Single assertion: hook filtered tools
-    assert result and len(result["tools"]) < len(tools), f"Expected filtered tools, got {len(result['tools'])} tools (original: {len(tools)})"
-    
-    print(f"✅ E2E test passed: Filtering reduced tools from {len(tools)} to {len(result['tools'])}")
+    assert result and len(result["tools"]) < len(
+        tools
+    ), f"Expected filtered tools, got {len(result['tools'])} tools (original: {len(tools)})"
+
+    print(
+        f"✅ E2E test passed: Filtering reduced tools from {len(tools)} to {len(result['tools'])}"
+    )
     print(f"   Filtered tools: {[t.name for t in result['tools']]}")