GetYourGuide MCP Server for LangChain 12 tools — connect in under 2 minutes
LangChain is the leading Python framework for composable LLM applications. Connect GetYourGuide 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({
"getyourguide": {
"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 GetYourGuide, 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 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.
LangChain's ecosystem of 500+ components combines seamlessly with GetYourGuide through native MCP adapters. Connect 12 tools via Vinkius and use ReAct agents, Plan-and-Execute strategies, or custom agent architectures. with LangSmith tracing giving full visibility into every tool call, latency, and token cost.
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 LangChain 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 LangChain via MCP
Follow these steps to integrate the GetYourGuide 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 12 tools from GetYourGuide via MCP
Why Use LangChain with the GetYourGuide MCP Server
LangChain provides unique advantages when paired with GetYourGuide through the Model Context Protocol.
The largest ecosystem of integrations, chains, and agents. combine GetYourGuide 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 GetYourGuide queries for multi-turn workflows
GetYourGuide + LangChain Use Cases
Practical scenarios where LangChain combined with the GetYourGuide MCP Server delivers measurable value.
RAG with live data: combine GetYourGuide tool results with vector store retrievals for answers grounded in both real-time and historical data
Autonomous research agents: LangChain agents query GetYourGuide, synthesize findings, and generate comprehensive research reports
Multi-tool orchestration: chain GetYourGuide tools with web scrapers, databases, and calculators in a single agent run
Production monitoring: use LangSmith to trace every GetYourGuide tool call, measure latency, and optimize your agent's performance
GetYourGuide MCP Tools for LangChain (12)
These 12 tools become available when you connect GetYourGuide to LangChain 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 LangChain
Ready-to-use prompts you can give your LangChain 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 LangChain
Common issues when connecting GetYourGuide to LangChain through the Vinkius, and how to resolve them.
MultiServerMCPClient not found
pip install langchain-mcp-adaptersGetYourGuide + LangChain FAQ
Common questions about integrating GetYourGuide 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 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 LangChain
Get your token, paste the configuration, and start using 12 tools in under 2 minutes. No API key management needed.