GetYourGuide MCP Server for LlamaIndex 12 tools — connect in under 2 minutes
LlamaIndex specializes in data-aware AI agents that connect LLMs to structured and unstructured sources. Add GetYourGuide as an MCP tool provider through the 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 GetYourGuide. "
"You have 12 tools available."
),
)
response = await agent.run(
"What tools are available in GetYourGuide?"
)
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 GetYourGuide MCP Server
Connect your AI agent to the GetYourGuide global marketplace to automate travel activity discovery and booking through the Model Context Protocol (MCP). GetYourGuide is the leading platform for finding and booking unforgettable travel experiences, from guided tours to skip-the-line tickets. This MCP server enables you to search for activities in any destination, check real-time availability, and manage travel bookings directly through natural conversation.
LlamaIndex agents combine GetYourGuide tool responses with indexed documents for comprehensive, grounded answers. Connect 12 tools through the Vinkius and query live data alongside vector stores and SQL databases in a single turn — ideal for hybrid search, data enrichment, and analytical workflows.
Key Features
- Activity Discovery — Search for tours and experiences by keyword, location, or coordinates, and fetch detailed metadata for each activity.
- Real-time Availability — Check open time slots and vacancies for specific tours to find the perfect time for your trip.
- Travel Booking — Programmatically create new bookings for activities and retrieve confirmation details instantly.
- Booking Management — Fetch the status of existing reservations or cancel confirmed bookings using their unique hash.
- Shopping Cart Tracking — List and retrieve detailed information for active or pending shopping carts.
- Global Destinations — List supported cities and destinations to discover the best activities GetYourGuide has to offer globally.
- Partner Insights — Access metadata for the authenticated partner account to verify connectivity and settings.
- Real-time Synchronization — Keep your travel operations accessible to your AI assistant without leaving your primary workspace.
The GetYourGuide MCP Server exposes 12 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 GetYourGuide to LlamaIndex via MCP
Follow these steps to integrate the GetYourGuide 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 12 tools from GetYourGuide
Why Use LlamaIndex with the GetYourGuide MCP Server
LlamaIndex provides unique advantages when paired with GetYourGuide through the Model Context Protocol.
Data-first architecture: LlamaIndex agents combine GetYourGuide tool responses with indexed documents for comprehensive, grounded answers
Query pipeline framework lets you chain GetYourGuide tool calls with transformations, filters, and re-rankers in a typed pipeline
Multi-source reasoning: agents can query GetYourGuide, a vector store, and a SQL database in a single turn and synthesize results
Observability integrations show exactly what GetYourGuide tools were called, what data was returned, and how it influenced the final answer
GetYourGuide + LlamaIndex Use Cases
Practical scenarios where LlamaIndex combined with the GetYourGuide MCP Server delivers measurable value.
Hybrid search: combine GetYourGuide real-time data with embedded document indexes for answers that are both current and comprehensive
Data enrichment: query GetYourGuide 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 GetYourGuide for fresh data
Analytical workflows: chain GetYourGuide queries with LlamaIndex's data connectors to build multi-source analytical reports
GetYourGuide MCP Tools for LlamaIndex (12)
These 12 tools become available when you connect GetYourGuide to LlamaIndex via MCP:
cancel_travel_booking
Cancel a booking
check_activity_availability
Check open slots
create_travel_booking
Book an activity
get_activity_details
Get tour metadata
get_booking_status
Check booking details
get_cart_details
Get cart metadata
get_partner_details
Get account identity
list_active_carts
List shopping carts
list_travel_destinations
List supported cities
search_by_destination
Filter by city
search_travel_activities
Search tours/activities
verify_api_connection
Check connection
Example Prompts for GetYourGuide in LlamaIndex
Ready-to-use prompts you can give your LlamaIndex agent to start working with GetYourGuide immediately.
"Search for guided tours of the Eiffel Tower in Paris."
"Is the 'Louvre Museum Skip-the-Line Ticket' available for October 10th?"
"Show me the status of my booking 'GYG-ABC-123-XYZ'."
Troubleshooting GetYourGuide MCP Server with LlamaIndex
Common issues when connecting GetYourGuide to LlamaIndex through the Vinkius, and how to resolve them.
BasicMCPClient not found
pip install llama-index-tools-mcpGetYourGuide + LlamaIndex FAQ
Common questions about integrating GetYourGuide 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 GetYourGuide 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 GetYourGuide to LlamaIndex
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.