Skip to main content
Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
INFRANODE_REDIS_URLNoThe Redis connection URL. Can be adjusted if using a non-default Redis instance.redis://localhost:6379/0

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
get_cityA

Get base data for a German city (population, area, coordinates).

Sourced from Wikidata. Read-only. Useful as a first lookup to confirm a city exists and get its core attributes. For a broader question about the city (what data is available at all) use get_city_overview instead.

get_city_overviewA

Get a ONE-CALL overview of everything InfraNode knows about a German city.

Start here for any city question. Returns: the city's base data, a CATALOG of all 67 available data types (weather, air quality, public transit, trains, traffic, charging, parking, solar, energy, demographics, taxes, accidents, tourism, heritage, trees, population density, playgrounds, post boxes and many more), each with its coverage status and the exact tool to call next (for most data types that is get_city_resource(slug, resource=<type>)), plus a small live highlights snapshot (current weather, air quality and train departures). Data types not yet covered for this city show where they ARE available so you can pivot. InfraNode keeps adding data and cities, so the catalog grows over time. Read-only.

get_city_resourceA

Fetch ANY per-city data type by its key (generic accessor, 67 data types).

One tool for the whole breadth of InfraNode: live data (air, traffic, transit stops, parking, charging, water-level, flood, sharing, fuel-prices, icu-live, webcams, station-departures/-arrivals/stations, ...), statistics (demographics, unemployment, tourism, accidents, crime-stats, indicators, land-values, tax-rates, insolvencies, ...), infrastructure and environment (solar, solar-roofs, district-heating, energy, heritage, tree-cadastre, playgrounds, public-toilets, markets, education, ...) and more. Discover the valid keys and per-city coverage with get_city_overview(slug) or the infranode://catalog resource; the resource enum lists every key. Uncovered types return source_status="not_covered" (plus where they ARE available), never an error. Read-only.

air_qualityA

Get official air quality for a German city (PM10, NO2 and more).

Sourced from the Umweltbundesamt (UBA). Read-only. For live nearest-station hourly readings use get_city_resource(slug, resource='air') instead.

weatherA

Get current weather observations for a German city.

Sourced from the Deutscher Wetterdienst (DWD): temperature, wind, precipitation and related fields. Read-only, current conditions only (not a forecast). For warnings use get_city_resource(slug, resource='weather-warnings'). For a broader question about the city (not just weather) use get_city_overview instead, which already includes a live weather highlight.

poisA

Get points of interest in a German city, filtered by type.

Sourced from OpenStreetMap. Read-only.

station_board_departuresA

Get live departures for ANY railway station by its EVA number.

Covers all train categories including local/regional (S/RB/RE) and long distance, with real-time delays, cancellations and disruption messages. Get the EVA from get_city_resource(slug, resource='stations'). Read-only.

station_board_arrivalsA

Get live arrivals for ANY railway station by its EVA number.

Mirror of station_board_departures for arriving trains (all categories, real-time delays, disruption messages). Get the EVA from get_city_resource(slug, resource='stations'). Read-only.

transit_departuresA

Get live public-transport departures with real-time delays for a stop.

Sourced from GTFS-RT/HVV/VGN. Unlike the static stop list (get_city_resource(slug, resource='transit')), this returns minute-fresh departures including delay for ONE stop. A stop_id is required: fetch the city's transit stops first to discover valid stop IDs, then pass one here. Read-only.

list_citiesA

List all covered cities (slug, federal state, population, coverage).

Takes no arguments. Call this first to discover valid city slugs before invoking any city-scoped tool. Read-only.

sourcesA

List all data sources with license, attribution and availability.

Takes no arguments. Shows which upstream sources InfraNode bundles and whether each is currently active. Read-only.

compareA

Compare ONE resource across MULTIPLE cities in a single response.

Fans the resource out over the listed cities and returns a per-city source_status (ok/disabled/no_data/error/not_found), so a missing or failing city source does not spoil the whole answer. Read-only.

Prompts

Interactive templates invoked by user choice

NameDescription
city_overviewGet a complete picture of a German city and what InfraNode offers for it.
city_briefingA concise live briefing (weather, air, transit) for a German city.
compare_air_qualityCompare current air quality across several German cities.
commute_checkCheck the live commute/transit situation for a German city.

Resources

Contextual data attached and managed by the client

NameDescription
cities_resourceAll covered German cities with slug, federal state, population and coverage.
sources_resourceAll InfraNode data sources with license, attribution and availability.
catalog_resourceThe catalog of all per-city data types: label, matching tool and REST path. Lets an agent browse the full breadth of InfraNode (every data type and the tool that fetches it) without a tool call. For a live, per-city view with coverage status and highlights, call get_city_overview(slug).

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/street1983nk/infranode'

If you have feedback or need assistance with the MCP directory API, please join our Discord server