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Wiktor102

transport-gzm

by Wiktor102
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Python
Remote

transport_gzm

MCP server wrapping the GTFS-RT live transit feed for GZM (Górnośląsko-Zagłębiowska Metropolia) — the Silesian Metropolis public transport operator in Poland.

Provides a small, focused set of tools so AI agents can answer questions like:

  • "What buses/trams are currently running on route X?"

  • "Is vehicle Y delayed? Where is it right now?"

  • "What alerts are currently active (delays, disruptions, works)?"

  • "When does the next departure of line 6 arrive at stop Z?"

How it works

GZM publishes a public GTFS-RT feed at https://gtfsrt.transportgzm.pl:5443/gtfsrt/gzm (no auth, CC-BY licensed). It exposes three logical sub-feeds:

Path

Content

/gtfsrt/gzm/all

full bundle (all three sub-feeds)

/gtfsrt/gzm/vehiclePositions

live GPS positions of every vehicle

/gtfsrt/gzm/tripUpdates

arrival-time deltas and stop-skips

/gtfsrt/gzm/alerts

service alerts (works, delays, etc.)

This server fetches the protobuf, decodes it, and exposes it as 8 tools that return JSON-friendly structures sized for LLM context windows.

Related MCP server: İzmir Ulaşım MCP Server

Quick start

Run with Docker (recommended)

docker run -i --rm ghcr.io/wiktor102/transport-gzm:latest

Wire it into your MCP client (Claude Desktop, opencode, …):

{
  "mcpServers": {
    "transport-gzm": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "ghcr.io/wiktor102/transport-gzm:latest"]
    }
  }
}

Run from source

pip install -e .
transport-gzm

…or with uv:

uv run --with mcp[cli] --with gtfs-realtime-bindings --with httpx \
  python -m transport_gzm.server

Tools

Tool

Purpose

health

Check feed availability + report feed age

feed_summary

Counts of vehicles, trips, alerts currently in the feed

vehicles

Search/filter live vehicle positions (by route, stop)

vehicle_by_id

Get a single vehicle's current position

trip_updates

Arrival predictions; filter by route, stop, or trip

next_arrivals

Upcoming arrivals at a stop — like a digitalt board

alerts

Active service alerts (works, delays, detours)

alert_by_id

One alert by id

See docs/tools.md for full parameter documentation and output schemas.

Configuration

Env var

Default

Purpose

GZM_FEED_BASE_URL

https://gtfsrt.transportgzm.pl:5443/gtfsrt/gzm

Override the base URL

GZM_HTTP_TIMEOUT

10

HTTP timeout in seconds

GZM_CACHE_TTL

10

In-process feed cache TTL in seconds

GZM_MAX_VEHICLES

200

Default cap for vehicles()

GZM_MAX_TRIPS

200

Default cap for trip_updates()

GZM_MAX_ALERTS

100

Default cap for alerts()

GZM_USER_AGENT

transport-gzm-mcp/0.1 (+https://github.com/Wiktor102/transport-gzm)

Outgoing UA

LOG_LEVEL

INFO

DEBUG / INFO / WARNING / ERROR

License

MIT. GTFS-RT data © Górnośląsko-Zagłębiowska Metropolia, CC-BY 4.0.

Install Server
A
license - permissive license
A
quality
C
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity

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Tools

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