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EMT Madrid (Open Data) MCP Server for Google ADKGive Google ADK instant access to 4 tools to Get Bus Arrivals, List Bicimad Stations, Login, and more

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Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add EMT Madrid (Open Data) as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

Ask AI about this MCP Server for Google ADK

The EMT Madrid (Open Data) MCP Server for Google ADK is a standout in the Government Public Data category — giving your AI agent 4 tools to work with, ready to go from day one.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="emt_madrid_open_data_agent",
    instruction=(
        "You help users interact with EMT Madrid (Open Data) "
        "using 4 available tools."
    ),
    tools=[mcp_tools],
)
EMT Madrid (Open Data)
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 EMT Madrid (Open Data) MCP Server

Connect to the EMT Madrid Open Data platform to bring Madrid's mobility network into your AI agent. This server provides direct access to official transport data for the city of Madrid.

Google ADK natively supports EMT Madrid (Open Data) as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 4 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

What you can do

  • Real-time Bus Arrivals — Use get_bus_arrivals to see exactly when the next bus is reaching a specific stop using its unique ID.
  • BiciMAD Integration — Use list_bicimad_stations to check bike availability and empty docks across the city's electric bike-sharing system.
  • Route Planning — Use plan_bus_route to find the best way to navigate the city using the EMT bus network from any starting stop.
  • Official Data — Access the same data used by official apps to ensure accuracy in your mobility workflows.

The EMT Madrid (Open Data) MCP Server exposes 4 tools through the Vinkius. Connect it to Google ADK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 4 EMT Madrid (Open Data) tools available for Google ADK

When Google ADK connects to EMT Madrid (Open Data) through Vinkius, your AI agent gets direct access to every tool listed below — spanning public-transport, real-time-data, bus-arrivals, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.

get

Get bus arrivals on EMT Madrid (Open Data)

Get real-time bus arrival times for a stop

list

List bicimad stations on EMT Madrid (Open Data)

Get status of all BiciMAD stations

action

Login on EMT Madrid (Open Data)

Login to EMT MobilityLabs to get an accessToken

plan

Plan bus route on EMT Madrid (Open Data)

Calculate routes between points using the EMT network

Connect EMT Madrid (Open Data) to Google ADK via MCP

Follow these steps to wire EMT Madrid (Open Data) into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install Google ADK

Run pip install google-adk
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Create the agent

Save the code above and integrate into your ADK workflow
04

Explore tools

The agent will discover 4 tools from EMT Madrid (Open Data) via MCP

Why Use Google ADK with the EMT Madrid (Open Data) MCP Server

Google ADK provides unique advantages when paired with EMT Madrid (Open Data) through the Model Context Protocol.

01

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

02

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with EMT Madrid (Open Data)

03

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

04

Seamless integration with Google Cloud services means you can combine EMT Madrid (Open Data) tools with BigQuery, Vertex AI, and Cloud Functions

EMT Madrid (Open Data) + Google ADK Use Cases

Practical scenarios where Google ADK combined with the EMT Madrid (Open Data) MCP Server delivers measurable value.

01

Enterprise data agents: ADK agents query EMT Madrid (Open Data) and cross-reference results with internal databases for comprehensive analysis

02

Multi-modal workflows: combine EMT Madrid (Open Data) tool responses with Gemini's vision and language capabilities in a single agent

03

Automated compliance checks: schedule ADK agents to query EMT Madrid (Open Data) regularly and flag policy violations or configuration drift

04

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including EMT Madrid (Open Data)

Example Prompts for EMT Madrid (Open Data) in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with EMT Madrid (Open Data) immediately.

01

"What are the bus arrival times for stop ID 72?"

02

"List all BiciMAD stations and their current bike availability."

03

"Plan a bus route starting from stop 1022."

Troubleshooting EMT Madrid (Open Data) MCP Server with Google ADK

Common issues when connecting EMT Madrid (Open Data) to Google ADK through Vinkius, and how to resolve them.

01

McpToolset not found

Update: pip install --upgrade google-adk

EMT Madrid (Open Data) + Google ADK FAQ

Common questions about integrating EMT Madrid (Open Data) MCP Server with Google ADK.

01

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.
02

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.
03

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.

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