diff --git a/.replit b/.replit
index b3404bad..74cdc535 100644
--- a/.replit
+++ b/.replit
@@ -4,7 +4,7 @@ modules = ["python-3.10", "bash"]
 channel = "stable-24_05"
 
 [workflows]
-runButton = "Run MCP Server"
+runButton = "Run Mock MCP System"
 
 [[workflows.workflow]]
 name = "Run MCP Tests"
@@ -57,3 +57,20 @@ args = "sleep 2"
 [[workflows.workflow.tasks]]
 task = "shell.exec"
 args = "python examples/mcp_example/test_integration.py"
+
+[[workflows.workflow]]
+name = "Run Mock MCP System"
+author = 13983571
+mode = "sequential"
+
+[[workflows.workflow.tasks]]
+task = "shell.exec"
+args = "python examples/mcp_example/mock_math_server.py & "
+
+[[workflows.workflow.tasks]]
+task = "shell.exec"
+args = "sleep 2"
+
+[[workflows.workflow.tasks]]
+task = "shell.exec"
+args = "python examples/mcp_example/mock_multi_agent.py"
diff --git a/examples/mcp_example/mock_integration_test.py b/examples/mcp_example/mock_integration_test.py
new file mode 100644
index 00000000..43f1eb91
--- /dev/null
+++ b/examples/mcp_example/mock_integration_test.py
@@ -0,0 +1,38 @@
+
+import pytest
+import asyncio
+from mock_multi_agent import MultiAgentMathSystem
+import logging
+
+logging.basicConfig(level=logging.INFO)
+
+@pytest.mark.asyncio
+async def test_multi_agent_math():
+    """Test the multi-agent math system with various operations"""
+    system = MultiAgentMathSystem()
+    
+    test_cases = [
+        "Add 5 and 3",
+        "Multiply 4 by 6",
+        "Divide 10 by 2"
+    ]
+    
+    for task in test_cases:
+        print(f"\nTesting: {task}")
+        results = await system.process_task(task)
+        
+        for result in results:
+            assert "error" not in result, f"Agent {result['agent']} encountered error"
+            assert result["response"] is not None
+            print(f"{result['agent']} response: {result['response']}")
+
+def test_interactive_system():
+    """Test the interactive system manually"""
+    try:
+        system = MultiAgentMathSystem()
+        system.run_interactive()
+    except Exception as e:
+        pytest.fail(f"Interactive test failed: {e}")
+
+if __name__ == "__main__":
+    pytest.main([__file__, "-v"])
diff --git a/examples/mcp_example/mock_math_server.py b/examples/mcp_example/mock_math_server.py
new file mode 100644
index 00000000..42187e2e
--- /dev/null
+++ b/examples/mcp_example/mock_math_server.py
@@ -0,0 +1,31 @@
+
+from fastmcp import FastMCP
+from typing import Dict, Any
+import time
+
+# Initialize MCP server
+mcp = FastMCP("Math-Mock-Server")
+
+@mcp.tool()
+def add(a: int, b: int) -> int:
+    """Add two numbers together"""
+    time.sleep(0.1)  # Simulate processing time
+    return a + b
+
+@mcp.tool()
+def multiply(a: int, b: int) -> int:
+    """Multiply two numbers together"""
+    time.sleep(0.1)  # Simulate processing time
+    return a * b
+
+@mcp.tool()
+def divide(a: int, b: int) -> float:
+    """Divide two numbers"""
+    if b == 0:
+        raise ValueError("Cannot divide by zero")
+    time.sleep(0.1)  # Simulate processing time
+    return a / b
+
+if __name__ == "__main__":
+    print("Starting Mock Math Server on port 8000...")
+    mcp.run(transport="sse", port=8000, host="0.0.0.0")
diff --git a/examples/mcp_example/mock_multi_agent.py b/examples/mcp_example/mock_multi_agent.py
new file mode 100644
index 00000000..9216c127
--- /dev/null
+++ b/examples/mcp_example/mock_multi_agent.py
@@ -0,0 +1,76 @@
+
+import asyncio
+from swarms import Agent
+from swarms.tools.mcp_integration import MCPServerSseParams
+import logging
+
+class MathAgent:
+    def __init__(self, name: str, server_url: str):
+        self.server = MCPServerSseParams(
+            url=server_url,
+            headers={"Content-Type": "application/json"}
+        )
+        
+        self.agent = Agent(
+            agent_name=name,
+            agent_description="Math processing agent",
+            system_prompt=f"You are {name}, a math processing agent. Use the provided tools to solve math problems.",
+            max_loops=1,
+            mcp_servers=[self.server],
+            streaming_on=True
+        )
+
+    async def process(self, task: str):
+        try:
+            response = await self.agent.arun(task)
+            return {
+                "agent": self.agent.agent_name,
+                "task": task,
+                "response": response
+            }
+        except Exception as e:
+            logging.error(f"Error in {self.agent.agent_name}: {str(e)}")
+            return {
+                "agent": self.agent.agent_name,
+                "task": task,
+                "error": str(e)
+            }
+
+class MultiAgentMathSystem:
+    def __init__(self):
+        base_url = "http://0.0.0.0:8000"
+        self.agents = [
+            MathAgent("Calculator-1", base_url),
+            MathAgent("Calculator-2", base_url)
+        ]
+
+    async def process_task(self, task: str):
+        tasks = [agent.process(task) for agent in self.agents]
+        results = await asyncio.gather(*tasks)
+        return results
+
+    def run_interactive(self):
+        print("\nMulti-Agent Math System")
+        print("Enter 'exit' to quit")
+        
+        while True:
+            try:
+                user_input = input("\nEnter a math problem: ")
+                if user_input.lower() == 'exit':
+                    break
+
+                results = asyncio.run(self.process_task(user_input))
+                
+                print("\nResults:")
+                for result in results:
+                    if "error" in result:
+                        print(f"\n{result['agent']} encountered an error: {result['error']}")
+                    else:
+                        print(f"\n{result['agent']} response: {result['response']}")
+
+            except Exception as e:
+                print(f"System error: {str(e)}")
+
+if __name__ == "__main__":
+    system = MultiAgentMathSystem()
+    system.run_interactive()