Create powerful AI workflows by connecting multiple MCP servers including Mem0, ServiceNow for enhanced automation capabilities in Klavis AI.
Mem0 is an intelligent memory layer for AI applications that provides long-term memory storage and retrieval. Store code snippets, implementation details, and programming knowledge for seamless context retention across conversations
ServiceNow is a cloud-based software platform that helps companies manage and automate digital workflows for their enterprise operations, particularly in IT, human resources, and customer service.
Follow these steps to connect LlamaIndex to these MCP servers
Sign up for KlavisAI to access our MCP server management platform.
Add your desired MCP servers to LlamaIndex and configure authentication settings.
Verify your connections work correctly and start using your enhanced AI capabilities.
import os
from klavis import Klavis
from klavis.types import McpServerName, ConnectionType
from llama_index.tools.mcp import (
BasicMCPClient,
get_tools_from_mcp_url,
aget_tools_from_mcp_url,
)
from llama_index.core.agent.workflow import FunctionAgent, AgentWorkflow
# Initialize clients
klavis_client = Klavis(api_key=os.getenv("KLAVIS_API_KEY"))
mem0_mcp_instance = klavis_client.mcp_server.create_server_instance(
server_name=McpServerName.MEM0,
user_id="1234",
connection_type=ConnectionType.STREAMABLE_HTTP,
)
servicenow_mcp_instance = klavis_client.mcp_server.create_server_instance(
server_name=McpServerName.SERVICENOW,
user_id="1234",
connection_type=ConnectionType.STREAMABLE_HTTP,
)
mem0_tools = await aget_tools_from_mcp_url(
mem0_mcp_instance.server_url,
client=BasicMCPClient(mem0_mcp_instance.server_url)
)
servicenow_tools = await aget_tools_from_mcp_url(
servicenow_mcp_instance.server_url,
client=BasicMCPClient(servicenow_mcp_instance.server_url)
)
mem0_agent = FunctionAgent(
name="mem0_agent",
tools=mem0_tools,
llm=llm,
)
servicenow_agent = FunctionAgent(
name="servicenow_agent",
tools=servicenow_tools,
llm=llm,
)
workflow = AgentWorkflow(
agents=[mem0_agent, servicenow_agent],
root_agent="mem0_agent",
)
Everything you need to know about connecting to these MCP servers
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