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Vinkius
AutoGenFramework
AutoGen
EMT Madrid (Open Data) MCP Server

Bring Public Transport
to AutoGen

Learn how to connect EMT Madrid (Open Data) to AutoGen and start using 4 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.

MCP Inspector GDPR Free for Subscribers
Get Bus ArrivalsList Bicimad StationsLoginPlan Bus Route

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
EMT Madrid (Open Data)

What is the 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.

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.

How it works

  1. Subscribe to this server
  2. Provide your EMT MobilityLabs API Key
  3. Start asking about Madrid's transport from Claude, Cursor, or any MCP client.

Who is this for?

  • Commuters — Get quick updates on your daily route without opening multiple apps.
  • Developers — Integrate Madrid's transport data into custom mobility tools or dashboards.
  • Travelers — Navigate Madrid like a local with real-time transit information.

Built-in capabilities (4)

get_bus_arrivals

Get real-time bus arrival times for a stop

list_bicimad_stations

Get status of all BiciMAD stations

login

Login to EMT MobilityLabs to get an accessToken

plan_bus_route

Calculate routes between points using the EMT network

Why AutoGen?

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use EMT Madrid (Open Data) tools. Connect 4 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

  • Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use EMT Madrid (Open Data) tools to solve complex tasks

  • Role-based architecture lets you assign EMT Madrid (Open Data) tool access to specific agents. a data analyst queries while a reviewer validates

  • Human-in-the-loop support: agents can pause for human approval before executing sensitive EMT Madrid (Open Data) tool calls

  • Code execution sandbox: AutoGen agents can write and run code that processes EMT Madrid (Open Data) tool responses in an isolated environment

A
See it in action

EMT Madrid (Open Data) in AutoGen

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Why Vinkius

EMT Madrid (Open Data) and 4,000+ other MCP servers. One platform. One governance layer.

Teams that connect EMT Madrid (Open Data) to AutoGen through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.

4,000+MCP Servers ready
<40msCold start
60%Token savings
Raw MCP
Vinkius
Server catalogFind and host yourself4,000+ managed
InfrastructureSelf-hostedSandboxed V8 isolates
Credential handlingPlaintext in configVault + runtime injection
Data loss preventionNoneConfigurable DLP policies
Kill switchNoneGlobal instant shutdown
Financial circuit breakersNonePer-server limits + alerts
Audit trailNoneEd25519 signed logs
SIEM log streamingNoneSplunk, Datadog, Webhook
HoneytokensNoneCanary alerts on leak
Custom domainsNot applicableDNS challenge verified
GDPR complianceManual effortAutomated purge + export
Enterprise Security

Why teams choose Vinkius for EMT Madrid (Open Data) in AutoGen

The EMT Madrid (Open Data) 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. All 4 tools execute in hardened sandboxes optimized for native MCP execution.

Your AI agents in AutoGen only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.

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

The Vinkius Advantage

How Vinkius secures EMT Madrid (Open Data) for AutoGen

Every tool call from AutoGen to the EMT Madrid (Open Data) MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

How do I check when the next bus arrives at a specific stop?

You can use the get_bus_arrivals tool by providing the unique Stop ID. The agent will return real-time estimates for all lines serving that stop.

02

Can I see the availability of BiciMAD electric bikes?

Yes! The list_bicimad_stations tool provides a complete list of all stations in Madrid, including the number of available bikes and free docks at each location.

03

Does this server require a login to access the data?

The server uses the login tool internally or via your API key to authenticate with EMT MobilityLabs, ensuring you have a valid session to fetch real-time transport data.

04

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call EMT Madrid (Open Data) tools during their conversation turns.

05

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.

06

Does AutoGen support human approval for tool calls?

Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.

07

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

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