How to Use the Guesty MCP in LlamaIndex

Q: How do I filter specific Guesty properties in LlamaIndex?

Pass specific Guesty IDs to getlistingstats within your LlamaIndex query pipeline. This limits the LlamaIndex data scope to just the Guesty properties you want to analyze.

Index your live Guesty rental data into LlamaIndex to query bookings and property stats with zero hallucinations.

See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers - Free for Subscribers

Connect Guesty MCP to LlamaIndex

Create your Vinkius account to connect Guesty to LlamaIndex and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

GDPR Free for Subscribers

Setup Guesty with LlamaIndex

Ask AI about this MCP

ChatGPT

Claude

Perplexity

Query your Guesty listings with LlamaIndex

The `list_listings` tool pulls all Guesty property details directly into your LlamaIndex vector store for semantic search. You don't have to write complex SQL when LlamaIndex can query Guesty listings natively. Your LlamaIndex agent can query features, house rules, or amenities across hundreds of Guesty properties using the MCP protocol. It gets answers grounded in actual Guesty property profiles fetched via `get_listing` directly inside your LlamaIndex knowledge base.

Index owner revenue and accounting stats

The `get_owner_revenue` tool extracts Guesty financial performance data to build a queryable LlamaIndex knowledge base. Stop manually parsing Guesty spreadsheets when LlamaIndex can index your accounting records instantly. LlamaIndex indexes these Guesty records so you can ask complex questions about payout trends. You get accurate, data-backed Guesty financial summaries directly from your LlamaIndex query engine.

Search booking history semantically

The `list_reservations` tool fetches Guesty stay histories and dates to index them for easy LlamaIndex retrieval. By combining Guesty reservations with LlamaIndex RAG pipelines, you make booking histories searchable. Your LlamaIndex agent searches the index to answer questions about past Guesty stays or upcoming check-ins. This connects live Guesty operational data to your LlamaIndex pipelines.

Setup guide

Set up Guesty MCP in LlamaIndex

Prerequisites

Python 3.10+ installed
llama-index-tools-mcp package
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Run pip install llama-index-tools-mcp llama-index-llms-openai. The MCP tools package provides BasicMCPClient and McpToolSpec.
2

Connect with BasicMCPClient
Point BasicMCPClient to your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. Supports SSE and Streamable HTTP transports.
3

Convert to LlamaIndex tools
Call mcp_tool_spec.to_tool_list_async() to convert all Guesty MCP tools into native FunctionTool objects that any LlamaIndex agent can use.
4

Run with any LLM
Create a FunctionAgent with the tools and your preferred LLM. Swap OpenAI for Anthropic, Gemini, or any LlamaIndex-supported provider.

agent.py

from llama_index.tools.mcp import BasicMCPClient, McpToolSpec
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI

# Connect to the MCP
mcp_client = BasicMCPClient(
    "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)
mcp_tool_spec = McpToolSpec(client=mcp_client)

# Convert MCP tools to LlamaIndex tools
tools = await mcp_tool_spec.to_tool_list_async()

# Create and run the agent
agent = FunctionAgent(
    tools=tools,
    llm=OpenAI(model="gpt-4o"),
    system_prompt="You have access to Guesty tools.",
)
response = await agent.run("List recent Guesty data")

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Guesty. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

Why Choose Vinkius

Vinkius connects your tools to AI with real-time monitoring and automatic cost savings — all from one dashboard.

Connect Guesty now

Real-time monitoring

Live

visibility into every interaction

Connect your favorite tools to your AI and see exactly what's happening — every request, every response, in real time.

Built-in savings

60%

lower AI costs

Vinkius compresses data between your apps and your AI automatically. Lower bills every month — no configuration required.

Single dashboard

One

place for every integration

Every tool your AI connects to, managed from a single screen. One account, complete control.

Common questions about Guesty MCP in LlamaIndex

Load the MCP tool spec and convert the Guesty tools into a list. LlamaIndex then queries endpoints like `list_listings` to build a vector index of your Guesty properties.

Yes, you can index Guesty communication logs. The LlamaIndex agent uses `list_messages` to pull Guesty chat histories, making them searchable for customer service queries.

It does. You can configure your LlamaIndex agent to fetch the latest availability via `get_calendar` before answering any Guesty booking queries.

Pass specific Guesty IDs to `get_listing_stats` within your LlamaIndex query pipeline. This limits the LlamaIndex data scope to just the Guesty properties you want to analyze.

Your Guesty owner payouts and accounting numbers are processed entirely within a zero-trust V8 sandbox running this MCP Server. No Guesty financial data is stored long-term on the Vinkius platform or leaked to your public LlamaIndex indices.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

OpenAI Agents SDK sdk-python

Google ADK sdk-python

Pydantic AI sdk-python

Vercel AI SDK sdk-typescript