Expedia 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 Expedia 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 MCP SERVER
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 Expedia. "
"You have 10 tools available."
),
)
response = await agent.run(
"What tools are available in Expedia?"
)
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 Expedia MCP Server
Connect your Expedia Group developer account to any AI agent and take full programmatic control over one of the world's largest travel booking ecosystems.
LlamaIndex agents combine Expedia 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
- Inventory Searching — Scan thousands of global accommodations instantly to discover real-time pricing and room availability
- Property Information — Extract structural details, amenity lists, and exact locations for any Expedia-listed hotel worldwide
- Flight Lookups — Query major flight connections filtering strictly by dates, departure airports, and passenger volumes
- Review Analysis — Read aggregated user reviews to perform dynamic sentiment analysis against specific vacation rentals
The Expedia 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 Expedia to LlamaIndex via MCP
Follow these steps to integrate the Expedia 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 Expedia
Why Use LlamaIndex with the Expedia MCP Server
LlamaIndex provides unique advantages when paired with Expedia through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine Expedia tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain Expedia tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query Expedia, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what Expedia tools were called, what data was returned, and how it influenced the final answer
Expedia + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the Expedia MCP Server delivers measurable value.
Hybrid search: combine Expedia real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query Expedia 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 Expedia for fresh data
Analytical workflows: chain Expedia queries with LlamaIndex's data connectors to build multi-source analytical reports
Expedia MCP Tools for LlamaIndex (10)
These 10 tools become available when you connect Expedia to LlamaIndex via MCP:
book_flight
Book an airline passenger ticket
cancel_booking
Cancel an active property reservation
create_booking
Execute a lodging booking reservation
get_car_quotes
Get active quotes for a rental car class
get_flight_quotes
Get exact real-time pricing for a queried flight
get_property_detail
Get detailed content for a specific property
get_room_quotes
Get live room rates and availability
search_cars
Search for rental cars at specific airport branches
search_flights
Search for airline flights
search_properties
Search for hotels and lodging properties
Example Prompts for Expedia in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with Expedia immediately.
"Find highly-rated 5-star properties exactly located in downtown London for this weekend."
"Provide a comparison table of direct flights from JFK to LAX for next Wednesday versus next Thursday."
"Pull the 3 most recent negative reviews for property 883921 and extract the core complaint."
Troubleshooting Expedia MCP Server with LlamaIndex
Common issues when connecting Expedia to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpExpedia + LlamaIndex FAQ
Common questions about integrating Expedia 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 Expedia 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 Expedia to LlamaIndex
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.