Expedia Vrbo MCP Server for LangChain 10 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect Expedia Vrbo through Vinkius and LangChain agents can call every tool natively. combine them with retrievers, memory, and output parsers for sophisticated AI pipelines.
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Vinkius supports streamable HTTP and SSE.
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({
"expedia-vrbo": {
"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 Expedia Vrbo, 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 Expedia Vrbo MCP Server
Connect Expedia Vrbo to any AI agent via MCP.
How to Connect Expedia Vrbo to LangChain via MCP
Follow these steps to integrate the Expedia Vrbo MCP Server with LangChain.
Install dependencies
Run pip install langchain langchain-mcp-adapters langgraph langchain-openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save the code and run python agent.py
Explore tools
The agent discovers 10 tools from Expedia Vrbo via MCP
Why Use LangChain with the Expedia Vrbo MCP Server
LangChain provides unique advantages when paired with Expedia Vrbo through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine Expedia Vrbo 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 Expedia Vrbo queries for multi-turn workflows
Expedia Vrbo + LangChain Use Cases
Practical scenarios where LangChain combined with the Expedia Vrbo MCP Server delivers measurable value.
RAG with live data: combine Expedia Vrbo tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query Expedia Vrbo, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain Expedia Vrbo tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every Expedia Vrbo tool call, measure latency, and optimize your agent's performance
Expedia Vrbo MCP Tools for LangChain (10)
These 10 tools become available when you connect Expedia Vrbo to LangChain via MCP:
book_rental
Requires the rental property ID, check-in and check-out dates, guest details (primary guest name, email, phone), and payment information. This is a write action that will create an actual itinerary. Ensure all details are confirmed before executing. Book a vacation rental property
cancel_itinerary
This is a destructive write action. The cancellation policy of the rental property will determine whether a full, partial, or no refund is applicable. Always confirm the itinerary ID and cancellation reason before executing. The guest will receive a confirmation email upon successful cancellation. Cancel an existing vacation rental booking
check_rental_policies
Use this to inform the user about restrictions and obligations before booking. Get the policies and rules for a vacation rental property
get_itinerary
Use this to look up a confirmed reservation by its itinerary ID. Get details of an existing vacation rental booking itinerary
get_rental_calendar
Use this to check date flexibility or understand pricing variations across different dates. Get the availability calendar for a vacation rental
get_rental_details
Use this after search_rentals to evaluate a specific property before booking. Get full details for a specific vacation rental property
get_rental_images
Each image includes URLs, captions, category tags, and dimensions. Use this when the user wants to visually inspect a property before making a booking decision. Get all photos and images for a vacation rental property
get_unit_amenities
Returns structured amenity data including categories (kitchen, bathroom, entertainment, outdoor, safety), individual amenity names, descriptions, and availability status. Use this when the user needs to verify specific amenities like pool, wifi, parking, pet-friendliness, or accessibility features. Get the full list of unit amenities for a vacation rental
search_rental_regions
Returns region IDs, names, types (city, neighborhood, airport, poi), and coordinates. Use this as a first step when the user provides a destination name instead of a destination_id, to resolve the name into a valid region ID for search_rentals. Search for rental destination regions by name
search_rentals
Returns a list of matching rentals with pricing, amenities, and availability. Use this as the primary entry point for finding short-term rental properties. Search vacation rentals across Expedia and Vrbo inventory
Troubleshooting Expedia Vrbo MCP Server with LangChain
Common issues when connecting Expedia Vrbo to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersExpedia Vrbo + LangChain FAQ
Common questions about integrating Expedia Vrbo 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.Which LangChain agent types work with MCP?
Can I trace MCP tool calls in LangSmith?
Connect Expedia Vrbo with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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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.
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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 Expedia Vrbo to LangChain
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.