Luxury Presence MCP Server for LangChainGive LangChain instant access to 10 tools to Create Agent, Get Agent, Get Lead, and more
LangChain is the leading Python framework for composable LLM applications. Connect Luxury Presence through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
Ask AI about this App Connector for LangChain
The Luxury Presence app connector for LangChain is a standout in the Industry Titans category — giving your AI agent 10 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
import asyncio
from langchain_mcp_adapters.client import MultiServerMCPClient
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MultiServerMCPClient({
"luxury-presence": {
"transport": "streamable_http",
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
}
}) as client:
tools = client.get_tools()
agent = create_react_agent(
ChatOpenAI(model="gpt-4o"),
tools,
)
response = await agent.ainvoke({
"messages": [{
"role": "user",
"content": "Using Luxury Presence, show me what tools are available.",
}]
})
print(response["messages"][-1].content)
asyncio.run(main())
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Luxury Presence MCP Server
Connect your Luxury Presence account to any AI agent and take full control of your real estate orchestration and digital footprint through natural conversation. Luxury Presence provides the leading growth platform for real estate professionals, and this integration allows you to retrieve agent metadata, manage team assignments, and oversee office locations directly from your chat interface.
LangChain's ecosystem of 500+ components combines seamlessly with Luxury Presence through native MCP adapters. Connect 10 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
What you can do
- Agent & Profile Orchestration — List all managed agents and retrieve detailed profile metadata programmatically to ensure your digital roster is always synchronized.
- Team Lifecycle Management — Access and monitor team configurations and retrieve detailed member metadata directly from the AI interface to maintain high-fidelity organizational structure.
- Office & Location Intelligence — List and oversee your physical office locations via natural language to drive better operational transparency across regions.
- Lead & CRM Discovery — Retrieve granular details for incoming leads and monitor activity using simple AI commands to stay informed about your growth pipeline.
- Operational Monitoring — Track system responses and manage webhook metadata to ensure your marketing funnels are always optimized.
The Luxury Presence MCP Server exposes 10 tools through the Vinkius. Connect it to LangChain in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 10 Luxury Presence tools available for LangChain
When LangChain connects to Luxury Presence through Vinkius, your AI agent gets direct access to every tool listed below — spanning idx-websites, lead-capture, real-estate-marketing, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Pass agent data as a JSON string. Create a new agent profile
Get agent details by ID
Get lead details
Get office details
Get team details
List all real estate agents
List all property leads
List all business offices
List all real estate teams
Update an existing agent
Connect Luxury Presence to LangChain via MCP
Follow these steps to wire Luxury Presence into LangChain. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install langchain langchain-mcp-adapters langgraph langchain-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
python agent.pyExplore tools
Why Use LangChain with the Luxury Presence MCP Server
LangChain provides unique advantages when paired with Luxury Presence through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Luxury Presence MCP tools with 500+ LangChain components
Agent architecture supports ReAct, Plan-and-Execute, and custom strategies with full MCP tool access at every step
LangSmith tracing gives you complete visibility into tool calls, latencies, and token usage for production debugging
Memory and conversation persistence let agents maintain context across Luxury Presence queries for multi-turn workflows
Luxury Presence + LangChain Use Cases
Practical scenarios where LangChain combined with the Luxury Presence MCP Server delivers measurable value.
RAG with live data: combine Luxury Presence tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Luxury Presence, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Luxury Presence tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Luxury Presence tool call, measure latency, and optimize your agent's performance
Example Prompts for Luxury Presence in LangChain
Ready-to-use prompts you can give your LangChain agent to start working with Luxury Presence immediately.
"List all active agents in Luxury Presence."
"Show me all office locations in California."
"Summarize the latest leads from the 'Presence' platform."
Troubleshooting Luxury Presence MCP Server with LangChain
Common issues when connecting Luxury Presence to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersLuxury Presence + LangChain FAQ
Common questions about integrating Luxury Presence MCP Server with LangChain.
How does LangChain connect to MCP servers?
langchain-mcp-adapters to create an MCP client. LangChain discovers all tools and wraps them as native LangChain tools compatible with any agent type.