OwnerRez MCP Server for LlamaIndex 10 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add OwnerRez as an MCP tool provider through Vinkius and your agents can query, analyze, and act on live data alongside your existing indexes.
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Vinkius supports streamable HTTP and SSE.
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 OwnerRez. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in OwnerRez?"
)
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 OwnerRez MCP Server
Connect your OwnerRez account to any AI agent and get the most advanced vacation rental intelligence at your fingertips.
LlamaIndex agents combine OwnerRez 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
- Bookings — All reservations with deep financial breakdown: charges, payments, balance
- Properties — Portfolio management with seasonal rates, cleaning fees, and house rules
- Guests — Search profiles with stay history, reviews, and lifetime revenue
- Calendar — Day-by-day availability per property with pricing and minimum stay
- Financials — Charges, payments, refunds, and full accounting trail
- Inquiries — Pending booking inquiries from all channels for conversion tracking
- Channels — Connected platforms status: Airbnb, VRBO, Booking.com, direct
The OwnerRez 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.
How to Connect OwnerRez to LlamaIndex via MCP
Follow these steps to integrate the OwnerRez MCP Server with LlamaIndex.
Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from OwnerRez
Why Use LlamaIndex with the OwnerRez MCP Server
LlamaIndex provides unique advantages when paired with OwnerRez through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine OwnerRez tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain OwnerRez tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query OwnerRez, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what OwnerRez tools were called, what data was returned, and how it influenced the final answer
OwnerRez + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the OwnerRez MCP Server delivers measurable value.
Hybrid search: combine OwnerRez real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query OwnerRez 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 OwnerRez for fresh data
Analytical workflows: chain OwnerRez queries with LlamaIndex's data connectors to build multi-source analytical reports
OwnerRez MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect OwnerRez to LlamaIndex via MCP:
get_booking
Get booking details
get_calendar
Get property calendar
get_property
Get property details
list_bookings
Filter by status: booked, checked_in, checked_out, cancelled. List rental bookings
list_channels
com, direct website. With status and sync health. List connected channels
list_charges
Deep financial breakdown. List booking charges
list_inquiries
For conversion tracking. List booking inquiries
list_payments
With amounts, dates, and processing status. List booking payments
list_properties
List rental properties
search_guests
Returns contact info, stay history, reviews received, and total revenue. Search guests
Example Prompts for OwnerRez in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with OwnerRez immediately.
"What bookings do I have arriving this weekend and what's still owed?"
"Show me all properties in our Florida portfolio with their seasonal rates."
"Find the booking for John Smith from last month and show the balance."
Troubleshooting OwnerRez MCP Server with LlamaIndex
Common issues when connecting OwnerRez to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpOwnerRez + LlamaIndex FAQ
Common questions about integrating OwnerRez MCP Server with LlamaIndex.
How does LlamaIndex connect to MCP servers?
Can I combine MCP tools with vector stores?
Does LlamaIndex support async MCP calls?
Connect OwnerRez with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect OwnerRez to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.