Compatible with every major AI agent and IDE
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_arrivalsto see exactly when the next bus is reaching a specific stop using its unique ID. - BiciMAD Integration — Use
list_bicimad_stationsto check bike availability and empty docks across the city's electric bike-sharing system. - Route Planning — Use
plan_bus_routeto 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
- Subscribe to this server
- Provide your EMT MobilityLabs API Key
- 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 real-time bus arrival times for a stop
Get status of all BiciMAD stations
Login to EMT MobilityLabs to get an accessToken
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
EMT Madrid (Open Data) in AutoGen
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.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 4,000+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
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.

* 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
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.
Frequently asked questions
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.
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.
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.
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.
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.
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.
McpWorkbench not found
Install: pip install "autogen-ext[mcp]"
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