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How to Use the GetYourGuide MCP in LangChain

Wire GetYourGuide travel inventory directly into LangChain. Build reasoning pipelines that search, plan, and book tours autonomously.

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Connect GetYourGuide MCP to LangChain

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

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Chain GetYourGuide MCP Server Tools

The `search_travel_activities` and `list_travel_destinations` tools let your LangChain agents pull live tour inventory into memory. You pass a city name to the destination tool, grab the location ID, and feed it straight into the activity search. LangSmith traces the whole execution. You see exactly how many tokens the agent burned while deciding between a boat tour and a cooking class. The ReAct loop handles the pagination and filtering before passing the final list to the next step in your chain.

Execute Live Bookings

Your agent uses `check_activity_availability` to confirm open slots before triggering `create_travel_booking`. This prevents failed reservations when a user requests a high-demand time slot. The agent reads the availability response and adjusts the booking parameters on the fly. State matters during checkout. LangChain handles the persistent context while the agent calls `get_cart_details` and `list_active_carts`. If the user hesitates, the session stores the cart ID so the agent can resume the transaction later without starting over.

Manage Agent State and Cancellations

Agents manage existing reservations using `get_booking_status` and `cancel_travel_booking`. When a user asks to drop a tour from their itinerary, the chain executes the cancellation and verifies the updated status. You start by calling `verify_api_connection` and `get_partner_details` to establish identity. From there, the agent has full authority to modify the travel plan. The framework ensures every step of the modification gets logged and validated against your defined logic constraints.

Setup guide

Set up GetYourGuide MCP in LangChain

Prerequisites

  • Python 3.10+ installed
  • langchain-mcp-adapters + langgraph packages
  • Active Vinkius subscription with a valid endpoint token
  1. 1

    Install dependencies

    Run pip install langchain-mcp-adapters langgraph langchain-openai. The MCP adapters package converts MCP tools into native LangChain BaseTool objects.

  2. 2

    Connect via HTTP transport

    Use MultiServerMCPClient with "transport": "http" pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.

  3. 3

    Create a ReAct agent

    Pass the discovered tools to create_react_agent() from LangGraph. The agent automatically routes GetYourGuide tool calls through the MCP protocol.

  4. 4

    Run with any LLM

    Swap ChatOpenAI for ChatAnthropic, ChatGoogleGenerativeAI, or any LangChain-compatible model. The MCP tools work identically across all providers.

agent.py
from langchain_mcp_adapters.client import MultiServerMCPClient
from langgraph.prebuilt import create_react_agent
from langchain_openai import ChatOpenAI

async with MultiServerMCPClient({
    "getyourguide-mcp": {
        "transport": "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,
    )
    result = await agent.ainvoke({
        "messages": "List recent GetYourGuide transactions"
    })
    print(result["messages"][-1].content)

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by GetYourGuide. 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

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Common questions about GetYourGuide MCP in LangChain

Install `langchain-mcp-adapters` and `langgraph`. Initialize a `MultiServerMCPClient` with your HTTP transport URL, then call `client.get_tools()` to pass the tools to your agent.
Yes. A ReAct agent will naturally call `search_by_destination` first, parse the output, and use those IDs to run `search_travel_activities`. The framework handles the intermediate reasoning.
Every tool invocation logs directly to LangSmith. You track the exact JSON payloads sent to the API and the latency of each booking request.
Use `client.session()` to maintain state across interactions. This keeps the cart ID in context so the agent can run `get_cart_details` without asking the user for reference numbers.
The integration processes travel itineraries, booking references, and shopping cart IDs. Vinkius runs the server in an ephemeral V8 Isolate Sandbox. The process spins up for the exact duration of the API call and vanishes immediately after execution.

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