diff --git a/docs/examples/multi_mcp_execution.md b/docs/examples/multi_mcp_execution.md
index 8626a1cc..31997a09 100644
--- a/docs/examples/multi_mcp_execution.md
+++ b/docs/examples/multi_mcp_execution.md
@@ -30,4 +30,5 @@ response = json.dumps([
 ])
 
 agent.handle_multiple_mcp_tools(agent.mcp_urls, response)
+
 ```
diff --git a/docs/swarms/structs/agent.md b/docs/swarms/structs/agent.md
index 9cb0c3af..b024d4ad 100644
--- a/docs/swarms/structs/agent.md
+++ b/docs/swarms/structs/agent.md
@@ -506,6 +506,7 @@ agent = Agent(
 
 # Example MCP payloads returned by your model
 mcp_response = json.dumps([
+
     {
         "function_name": "get_price",
         "server_url": "http://localhost:8000/sse",
@@ -519,6 +520,7 @@ mcp_response = json.dumps([
 ])
 
 agent.handle_multiple_mcp_tools(agent.mcp_urls, mcp_response)
+
 ```
 
 ## Auto Generate Prompt + CPU Execution
diff --git a/docs/swarms/structs/agent_mcp.md b/docs/swarms/structs/agent_mcp.md
index 8651e532..e6c691b8 100644
--- a/docs/swarms/structs/agent_mcp.md
+++ b/docs/swarms/structs/agent_mcp.md
@@ -152,6 +152,7 @@ python examples/tools/mcp_examples/servers/weather_server.py
 python examples/tools/mcp_examples/servers/news_server.py
 ```
 
+
 ---
 
 ## Integration Flow
diff --git a/swarms/structs/agent.py b/swarms/structs/agent.py
index b8436307..b0dbc90e 100644
--- a/swarms/structs/agent.py
+++ b/swarms/structs/agent.py
@@ -1126,6 +1126,7 @@ class Agent:
                                     response,
                                     current_loop=loop_count,
                                 )
+
                             except Exception as e:
                                 logger.error(
                                     f"Error handling multiple MCP tools: {e}"
@@ -2843,6 +2844,7 @@ class Agent:
 
         payloads = extract_json_from_response(response)
         for payload in payloads:
+
             function_name = payload.get("function_name")
             server_url = payload.get("server_url")
             arguments = payload.get("payload", {})
diff --git a/tests/structs/test_multi_mcp.py b/tests/structs/test_multi_mcp.py
index 0924b878..df9272be 100644
--- a/tests/structs/test_multi_mcp.py
+++ b/tests/structs/test_multi_mcp.py
@@ -1,6 +1,7 @@
 import asyncio
 import json
 from swarms.structs.agent import Agent, extract_json_from_response
+
 from swarms.structs.agent import execute_mcp_call
 from unittest.mock import patch
 
@@ -46,3 +47,4 @@ def test_extract_json_from_response():
     text = "Random text" + json.dumps(payloads) + " end"
     result = extract_json_from_response(text)
     assert result == payloads
+