Luxury Presence MCP Server for LlamaIndexGive LlamaIndex instant access to 10 tools to Create Agent, Get Agent, Get Lead, and more
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add Luxury Presence as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
Ask AI about this App Connector for LlamaIndex
The Luxury Presence app connector for LlamaIndex 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 llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
mcp_client = BasicMCPClient("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
mcp_tool_spec = McpToolSpec(client=mcp_client)
tools = await mcp_tool_spec.to_tool_list_async()
agent = FunctionAgent(
tools=tools,
llm=OpenAI(model="gpt-4o"),
system_prompt=(
"You are an assistant with access to Luxury Presence. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Luxury Presence?"
)
print(response)
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.
LlamaIndex agents combine Luxury Presence tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.
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 LlamaIndex 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 LlamaIndex
When LlamaIndex 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 LlamaIndex via MCP
Follow these steps to wire Luxury Presence into LlamaIndex. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install dependencies
pip install llama-index-tools-mcp llama-index-llms-openaiReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenRun the agent
agent.py and run: python agent.pyExplore tools
Why Use LlamaIndex with the Luxury Presence MCP Server
LlamaIndex provides unique advantages when paired with Luxury Presence through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Luxury Presence tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Luxury Presence tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Luxury Presence, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Luxury Presence tools were called, what data was returned, and how it influenced the final answer
Luxury Presence + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Luxury Presence MCP Server delivers measurable value.
Hybrid search: combine Luxury Presence real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Luxury Presence to augment indexed data with live information before generating user-facing responses
Knowledge base agents: build agents that maintain and update knowledge bases by periodically querying Luxury Presence for fresh data
Analytical workflows: chain Luxury Presence queries with LlamaIndex's data connectors to build multi-source analytical reports
Example Prompts for Luxury Presence in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex 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 LlamaIndex
Common issues when connecting Luxury Presence to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpLuxury Presence + LlamaIndex FAQ
Common questions about integrating Luxury Presence MCP Server with LlamaIndex.