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Glama

City Data by Type

get_city_resource
Read-onlyIdempotent

Fetch ANY per-city data type by its key (generic accessor, 80 data types).

One tool for the whole breadth of InfraNode: live data (air, traffic, transit stops, parking, charging, water-level, flood, sharing, fuel-prices, station-departures/-arrivals/stations, ...), statistics (demographics, unemployment, tourism, accidents, crime-stats, indicators, land-values, tax-rates, insolvencies, ...), multi-year TIME SERIES (sustainability: SDG indicators per municipality, one value per year from 2006 to 2023, so trends can be answered without stitching snapshots), 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.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugYesCity identifier, e.g. 'berlin' or 'hamburg'. Resolved leniently: the German name with or without umlauts, any casing, a common English exonym or short form also works (München/munich/munchen -> muenchen, cologne -> koeln, frankfurt -> frankfurt-am-main). An unknown name returns 404 with a 'Meintest du ...?' suggestion. list_cities gives the canonical slugs.
resourceYesData type key to fetch, exactly as listed by get_city_overview / the infranode://catalog resource (the 'type' field), e.g. 'charging', 'parking', 'demographics', 'solar', 'district-heating'.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYes
metaYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / resource / enum
      Previous value: -[
      -  "accidents",
      -  "air",
      -  "air-uba",
      -  "base",
      -  "bathing-water",
      -  "bike-counts",
      -  "bike-parking",
      -  "business-registrations",
      -  "care",
      -  "charging",
      -  "charging-status",
      -  "childcare",
      -  "civil-protection-warnings",
      -  "construction",
      -  "council-papers",
      -  "crime-stats",
      -  "demographics",
      -  "district-heating",
      -  "drinking-water",
      -  "education",
      -  "education-stats",
      -  "election",
      -  "energy",
      -  "events",
      -  "fire-danger",
      -  "flood",
      -  "fuel-prices",
      -  "geo",
      -  "government-offices",
      -  "health",
      -  "heritage",
      -  "holidays",
      -  "hospitals-atlas",
      -  "indicators",
      -  "insolvencies",
      -  "integration",
      -  "labour-market",
      -  "land-values",
      -  "markets",
      -  "mobility-points",
      -  "municipal-finance",
      -  "office-wait-times",
      -  "overview",
      -  "parcel-lockers",
      -  "park-and-ride",
      -  "parking",
      -  "parking-onstreet",
      -  "playgrounds",
      -  "pollen-uv",
      -  "population-density",
      -  "population-structure",
      -  "population-trend",
      -  "post-boxes",
      -  "post-offices",
      -  "power-load",
      -  "power-price",
      -  "public-tenders",
      -  "public-toilets",
      -  "public-wifi",
      -  "recycling-centres",
      -  "road-events",
      -  "sharing",
      -  "social-situation",
      -  "solar",
      -  "solar-roofs",
      -  "station-arrivals",
      -  "station-departures",
      -  "station-facilities",
      -  "stations",
      -  "sustainability",
      -  "tax-rates",
      -  "tourism",
      -  "traffic",
      -  "transit",
      -  "tree-cadastre",
      -  "unemployment",
      -  "vehicle-registrations",
      -  "water-level",
      -  "weather",
      -  "weather-warnings",
      -  "webcams"
      -]New value: +[
      +  "accidents",
      +  "air",
      +  "air-uba",
      +  "base",
      +  "bathing-water",
      +  "bike-counts",
      +  "bike-parking",
      +  "business-registrations",
      +  "care",
      +  "charging",
      +  "charging-status",
      +  "childcare",
      +  "civil-protection-warnings",
      +  "construction",
      +  "council-papers",
      +  "crime-stats",
      +  "demographics",
      +  "district-heating",
      +  "drinking-water",
      +  "education",
      +  "education-stats",
      +  "election",
      +  "energy",
      +  "events",
      +  "fire-danger",
      +  "flood",
      +  "fuel-prices",
      +  "geo",
      +  "government-offices",
      +  "health",
      +  "heritage",
      +  "holidays",
      +  "hospitals-atlas",
      +  "indicators",
      +  "insolvencies",
      +  "integration",
      +  "labour-market",
      +  "land-values",
      +  "markets",
      +  "mobility-points",
      +  "municipal-finance",
      +  "office-wait-times",
      +  "overview",
      +  "parcel-lockers",
      +  "park-and-ride",
      +  "parking",
      +  "parking-onstreet",
      +  "playgrounds",
      +  "pollen-uv",
      +  "population-density",
      +  "population-structure",
      +  "population-trend",
      +  "post-boxes",
      +  "post-offices",
      +  "power-load",
      +  "power-price",
      +  "public-tenders",
      +  "public-toilets",
      +  "public-wifi",
      +  "recycling-centres",
      +  "road-events",
      +  "sharing",
      +  "social-situation",
      +  "solar",
      +  "solar-roofs",
      +  "station-arrivals",
      +  "station-departures",
      +  "station-facilities",
      +  "stations",
      +  "sustainability",
      +  "tax-rates",
      +  "tourism",
      +  "traffic",
      +  "transit",
      +  "tree-cadastre",
      +  "unemployment",
      +  "vehicle-registrations",
      +  "water-level",
      +  "weather",
      +  "weather-warnings"
      +]
  2. Changed1 schema field changed
    • addedOutput schema / $defs / ToolMeta / properties / note
      Added value: +{
      +  "type": "string"
      +}
  3. Changed1 schema field changed
    • changedInput schema / properties / resource / enum
      Previous value: -[
      -  "accidents",
      -  "air",
      -  "air-uba",
      -  "base",
      -  "bathing-water",
      -  "bike-counts",
      -  "bike-parking",
      -  "business-registrations",
      -  "care",
      -  "charging",
      -  "charging-status",
      -  "childcare",
      -  "civil-protection-warnings",
      -  "construction",
      -  "council-papers",
      -  "crime-stats",
      -  "demographics",
      -  "district-heating",
      -  "drinking-water",
      -  "education",
      -  "education-stats",
      -  "election",
      -  "energy",
      -  "events",
      -  "fire-danger",
      -  "flood",
      -  "fuel-prices",
      -  "geo",
      -  "government-offices",
      -  "health",
      -  "heritage",
      -  "holidays",
      -  "hospitals-atlas",
      -  "icu-live",
      -  "indicators",
      -  "insolvencies",
      -  "integration",
      -  "labour-market",
      -  "land-values",
      -  "markets",
      -  "mobility-points",
      -  "municipal-finance",
      -  "office-wait-times",
      -  "overview",
      -  "parcel-lockers",
      -  "park-and-ride",
      -  "parking",
      -  "parking-onstreet",
      -  "playgrounds",
      -  "pollen-uv",
      -  "population-density",
      -  "population-structure",
      -  "population-trend",
      -  "post-boxes",
      -  "post-offices",
      -  "power-load",
      -  "power-price",
      -  "public-tenders",
      -  "public-toilets",
      -  "public-wifi",
      -  "recycling-centres",
      -  "road-events",
      -  "sharing",
      -  "social-situation",
      -  "solar",
      -  "solar-roofs",
      -  "station-arrivals",
      -  "station-departures",
      -  "station-facilities",
      -  "stations",
      -  "sustainability",
      -  "tax-rates",
      -  "tourism",
      -  "traffic",
      -  "transit",
      -  "tree-cadastre",
      -  "unemployment",
      -  "vehicle-registrations",
      -  "water-level",
      -  "weather",
      -  "weather-warnings",
      -  "webcams"
      -]New value: +[
      +  "accidents",
      +  "air",
      +  "air-uba",
      +  "base",
      +  "bathing-water",
      +  "bike-counts",
      +  "bike-parking",
      +  "business-registrations",
      +  "care",
      +  "charging",
      +  "charging-status",
      +  "childcare",
      +  "civil-protection-warnings",
      +  "construction",
      +  "council-papers",
      +  "crime-stats",
      +  "demographics",
      +  "district-heating",
      +  "drinking-water",
      +  "education",
      +  "education-stats",
      +  "election",
      +  "energy",
      +  "events",
      +  "fire-danger",
      +  "flood",
      +  "fuel-prices",
      +  "geo",
      +  "government-offices",
      +  "health",
      +  "heritage",
      +  "holidays",
      +  "hospitals-atlas",
      +  "indicators",
      +  "insolvencies",
      +  "integration",
      +  "labour-market",
      +  "land-values",
      +  "markets",
      +  "mobility-points",
      +  "municipal-finance",
      +  "office-wait-times",
      +  "overview",
      +  "parcel-lockers",
      +  "park-and-ride",
      +  "parking",
      +  "parking-onstreet",
      +  "playgrounds",
      +  "pollen-uv",
      +  "population-density",
      +  "population-structure",
      +  "population-trend",
      +  "post-boxes",
      +  "post-offices",
      +  "power-load",
      +  "power-price",
      +  "public-tenders",
      +  "public-toilets",
      +  "public-wifi",
      +  "recycling-centres",
      +  "road-events",
      +  "sharing",
      +  "social-situation",
      +  "solar",
      +  "solar-roofs",
      +  "station-arrivals",
      +  "station-departures",
      +  "station-facilities",
      +  "stations",
      +  "sustainability",
      +  "tax-rates",
      +  "tourism",
      +  "traffic",
      +  "transit",
      +  "tree-cadastre",
      +  "unemployment",
      +  "vehicle-registrations",
      +  "water-level",
      +  "weather",
      +  "weather-warnings",
      +  "webcams"
      +]
  4. Changed1 schema field changed
    • changedInput schema / properties / resource / enum
      Previous value: -[
      -  "accidents",
      -  "air",
      -  "air-uba",
      -  "base",
      -  "bathing-water",
      -  "bike-counts",
      -  "business-registrations",
      -  "care",
      -  "charging",
      -  "charging-status",
      -  "childcare",
      -  "civil-protection-warnings",
      -  "construction",
      -  "council-papers",
      -  "crime-stats",
      -  "demographics",
      -  "district-heating",
      -  "drinking-water",
      -  "education",
      -  "education-stats",
      -  "election",
      -  "energy",
      -  "events",
      -  "fire-danger",
      -  "flood",
      -  "fuel-prices",
      -  "geo",
      -  "government-offices",
      -  "health",
      -  "heritage",
      -  "holidays",
      -  "hospitals-atlas",
      -  "icu-live",
      -  "indicators",
      -  "insolvencies",
      -  "integration",
      -  "labour-market",
      -  "land-values",
      -  "markets",
      -  "mobility-points",
      -  "municipal-finance",
      -  "office-wait-times",
      -  "overview",
      -  "parcel-lockers",
      -  "park-and-ride",
      -  "parking",
      -  "parking-onstreet",
      -  "playgrounds",
      -  "pollen-uv",
      -  "population-density",
      -  "population-structure",
      -  "population-trend",
      -  "post-boxes",
      -  "post-offices",
      -  "power-load",
      -  "power-price",
      -  "public-tenders",
      -  "public-toilets",
      -  "public-wifi",
      -  "recycling-centres",
      -  "road-events",
      -  "sharing",
      -  "social-situation",
      -  "solar",
      -  "solar-roofs",
      -  "station-arrivals",
      -  "station-departures",
      -  "station-facilities",
      -  "stations",
      -  "sustainability",
      -  "tax-rates",
      -  "tourism",
      -  "traffic",
      -  "transit",
      -  "tree-cadastre",
      -  "unemployment",
      -  "vehicle-registrations",
      -  "water-level",
      -  "weather",
      -  "weather-warnings",
      -  "webcams"
      -]New value: +[
      +  "accidents",
      +  "air",
      +  "air-uba",
      +  "base",
      +  "bathing-water",
      +  "bike-counts",
      +  "bike-parking",
      +  "business-registrations",
      +  "care",
      +  "charging",
      +  "charging-status",
      +  "childcare",
      +  "civil-protection-warnings",
      +  "construction",
      +  "council-papers",
      +  "crime-stats",
      +  "demographics",
      +  "district-heating",
      +  "drinking-water",
      +  "education",
      +  "education-stats",
      +  "election",
      +  "energy",
      +  "events",
      +  "fire-danger",
      +  "flood",
      +  "fuel-prices",
      +  "geo",
      +  "government-offices",
      +  "health",
      +  "heritage",
      +  "holidays",
      +  "hospitals-atlas",
      +  "icu-live",
      +  "indicators",
      +  "insolvencies",
      +  "integration",
      +  "labour-market",
      +  "land-values",
      +  "markets",
      +  "mobility-points",
      +  "municipal-finance",
      +  "office-wait-times",
      +  "overview",
      +  "parcel-lockers",
      +  "park-and-ride",
      +  "parking",
      +  "parking-onstreet",
      +  "playgrounds",
      +  "pollen-uv",
      +  "population-density",
      +  "population-structure",
      +  "population-trend",
      +  "post-boxes",
      +  "post-offices",
      +  "power-load",
      +  "power-price",
      +  "public-tenders",
      +  "public-toilets",
      +  "public-wifi",
      +  "recycling-centres",
      +  "road-events",
      +  "sharing",
      +  "social-situation",
      +  "solar",
      +  "solar-roofs",
      +  "station-arrivals",
      +  "station-departures",
      +  "station-facilities",
      +  "stations",
      +  "sustainability",
      +  "tax-rates",
      +  "tourism",
      +  "traffic",
      +  "transit",
      +  "tree-cadastre",
      +  "unemployment",
      +  "vehicle-registrations",
      +  "water-level",
      +  "weather",
      +  "weather-warnings",
      +  "webcams"
      +]
  5. Changed1 schema field changed
    • changedInput schema / properties / resource / enum
      Previous value: -[
      -  "accidents",
      -  "air",
      -  "air-uba",
      -  "base",
      -  "bathing-water",
      -  "bike-counts",
      -  "business-registrations",
      -  "care",
      -  "charging",
      -  "charging-status",
      -  "childcare",
      -  "civil-protection-warnings",
      -  "construction",
      -  "council-papers",
      -  "crime-stats",
      -  "demographics",
      -  "district-heating",
      -  "drinking-water",
      -  "education",
      -  "education-stats",
      -  "election",
      -  "energy",
      -  "events",
      -  "fire-danger",
      -  "flood",
      -  "fuel-prices",
      -  "geo",
      -  "government-offices",
      -  "health",
      -  "heritage",
      -  "holidays",
      -  "hospitals-atlas",
      -  "icu-live",
      -  "indicators",
      -  "insolvencies",
      -  "integration",
      -  "labour-market",
      -  "land-values",
      -  "markets",
      -  "municipal-finance",
      -  "office-wait-times",
      -  "overview",
      -  "parcel-lockers",
      -  "parking",
      -  "playgrounds",
      -  "pollen-uv",
      -  "population-density",
      -  "population-structure",
      -  "population-trend",
      -  "post-boxes",
      -  "post-offices",
      -  "power-load",
      -  "power-price",
      -  "public-tenders",
      -  "public-toilets",
      -  "public-wifi",
      -  "recycling-centres",
      -  "road-events",
      -  "sharing",
      -  "social-situation",
      -  "solar",
      -  "solar-roofs",
      -  "station-arrivals",
      -  "station-departures",
      -  "station-facilities",
      -  "stations",
      -  "sustainability",
      -  "tax-rates",
      -  "tourism",
      -  "traffic",
      -  "transit",
      -  "tree-cadastre",
      -  "unemployment",
      -  "vehicle-registrations",
      -  "water-level",
      -  "weather",
      -  "weather-warnings",
      -  "webcams"
      -]New value: +[
      +  "accidents",
      +  "air",
      +  "air-uba",
      +  "base",
      +  "bathing-water",
      +  "bike-counts",
      +  "business-registrations",
      +  "care",
      +  "charging",
      +  "charging-status",
      +  "childcare",
      +  "civil-protection-warnings",
      +  "construction",
      +  "council-papers",
      +  "crime-stats",
      +  "demographics",
      +  "district-heating",
      +  "drinking-water",
      +  "education",
      +  "education-stats",
      +  "election",
      +  "energy",
      +  "events",
      +  "fire-danger",
      +  "flood",
      +  "fuel-prices",
      +  "geo",
      +  "government-offices",
      +  "health",
      +  "heritage",
      +  "holidays",
      +  "hospitals-atlas",
      +  "icu-live",
      +  "indicators",
      +  "insolvencies",
      +  "integration",
      +  "labour-market",
      +  "land-values",
      +  "markets",
      +  "mobility-points",
      +  "municipal-finance",
      +  "office-wait-times",
      +  "overview",
      +  "parcel-lockers",
      +  "park-and-ride",
      +  "parking",
      +  "parking-onstreet",
      +  "playgrounds",
      +  "pollen-uv",
      +  "population-density",
      +  "population-structure",
      +  "population-trend",
      +  "post-boxes",
      +  "post-offices",
      +  "power-load",
      +  "power-price",
      +  "public-tenders",
      +  "public-toilets",
      +  "public-wifi",
      +  "recycling-centres",
      +  "road-events",
      +  "sharing",
      +  "social-situation",
      +  "solar",
      +  "solar-roofs",
      +  "station-arrivals",
      +  "station-departures",
      +  "station-facilities",
      +  "stations",
      +  "sustainability",
      +  "tax-rates",
      +  "tourism",
      +  "traffic",
      +  "transit",
      +  "tree-cadastre",
      +  "unemployment",
      +  "vehicle-registrations",
      +  "water-level",
      +  "weather",
      +  "weather-warnings",
      +  "webcams"
      +]
  6. Changed1 schema field changed
    • changedInput schema / properties / resource / enum
      Previous value: -[
      -  "accidents",
      -  "air",
      -  "air-uba",
      -  "base",
      -  "bathing-water",
      -  "bike-counts",
      -  "business-registrations",
      -  "charging",
      -  "charging-status",
      -  "civil-protection-warnings",
      -  "construction",
      -  "council-papers",
      -  "crime-stats",
      -  "demographics",
      -  "district-heating",
      -  "drinking-water",
      -  "education",
      -  "election",
      -  "energy",
      -  "events",
      -  "fire-danger",
      -  "flood",
      -  "fuel-prices",
      -  "geo",
      -  "government-offices",
      -  "health",
      -  "heritage",
      -  "holidays",
      -  "hospitals-atlas",
      -  "icu-live",
      -  "indicators",
      -  "insolvencies",
      -  "land-values",
      -  "markets",
      -  "office-wait-times",
      -  "overview",
      -  "parcel-lockers",
      -  "parking",
      -  "playgrounds",
      -  "pollen-uv",
      -  "population-density",
      -  "post-boxes",
      -  "post-offices",
      -  "power-load",
      -  "power-price",
      -  "public-tenders",
      -  "public-toilets",
      -  "public-wifi",
      -  "recycling-centres",
      -  "road-events",
      -  "sharing",
      -  "solar",
      -  "solar-roofs",
      -  "station-arrivals",
      -  "station-departures",
      -  "station-facilities",
      -  "stations",
      -  "sustainability",
      -  "tax-rates",
      -  "tourism",
      -  "traffic",
      -  "transit",
      -  "tree-cadastre",
      -  "unemployment",
      -  "vehicle-registrations",
      -  "water-level",
      -  "weather",
      -  "weather-warnings",
      -  "webcams"
      -]New value: +[
      +  "accidents",
      +  "air",
      +  "air-uba",
      +  "base",
      +  "bathing-water",
      +  "bike-counts",
      +  "business-registrations",
      +  "care",
      +  "charging",
      +  "charging-status",
      +  "childcare",
      +  "civil-protection-warnings",
      +  "construction",
      +  "council-papers",
      +  "crime-stats",
      +  "demographics",
      +  "district-heating",
      +  "drinking-water",
      +  "education",
      +  "education-stats",
      +  "election",
      +  "energy",
      +  "events",
      +  "fire-danger",
      +  "flood",
      +  "fuel-prices",
      +  "geo",
      +  "government-offices",
      +  "health",
      +  "heritage",
      +  "holidays",
      +  "hospitals-atlas",
      +  "icu-live",
      +  "indicators",
      +  "insolvencies",
      +  "integration",
      +  "labour-market",
      +  "land-values",
      +  "markets",
      +  "municipal-finance",
      +  "office-wait-times",
      +  "overview",
      +  "parcel-lockers",
      +  "parking",
      +  "playgrounds",
      +  "pollen-uv",
      +  "population-density",
      +  "population-structure",
      +  "population-trend",
      +  "post-boxes",
      +  "post-offices",
      +  "power-load",
      +  "power-price",
      +  "public-tenders",
      +  "public-toilets",
      +  "public-wifi",
      +  "recycling-centres",
      +  "road-events",
      +  "sharing",
      +  "social-situation",
      +  "solar",
      +  "solar-roofs",
      +  "station-arrivals",
      +  "station-departures",
      +  "station-facilities",
      +  "stations",
      +  "sustainability",
      +  "tax-rates",
      +  "tourism",
      +  "traffic",
      +  "transit",
      +  "tree-cadastre",
      +  "unemployment",
      +  "vehicle-registrations",
      +  "water-level",
      +  "weather",
      +  "weather-warnings",
      +  "webcams"
      +]
  7. Changed1 schema field changed
    • changedInput schema / properties / resource / enum
      Previous value: -[
      -  "accidents",
      -  "air",
      -  "air-uba",
      -  "base",
      -  "bathing-water",
      -  "bike-counts",
      -  "business-registrations",
      -  "charging",
      -  "charging-status",
      -  "civil-protection-warnings",
      -  "construction",
      -  "council-papers",
      -  "crime-stats",
      -  "demographics",
      -  "district-heating",
      -  "drinking-water",
      -  "education",
      -  "election",
      -  "energy",
      -  "events",
      -  "fire-danger",
      -  "flood",
      -  "fuel-prices",
      -  "geo",
      -  "government-offices",
      -  "health",
      -  "heritage",
      -  "holidays",
      -  "hospitals-atlas",
      -  "icu-live",
      -  "indicators",
      -  "insolvencies",
      -  "land-values",
      -  "markets",
      -  "office-wait-times",
      -  "overview",
      -  "parcel-lockers",
      -  "parking",
      -  "playgrounds",
      -  "pollen-uv",
      -  "population-density",
      -  "post-boxes",
      -  "post-offices",
      -  "power-load",
      -  "power-price",
      -  "public-tenders",
      -  "public-toilets",
      -  "public-wifi",
      -  "recycling-centres",
      -  "road-events",
      -  "sharing",
      -  "solar",
      -  "solar-roofs",
      -  "station-arrivals",
      -  "station-departures",
      -  "station-facilities",
      -  "stations",
      -  "tax-rates",
      -  "tourism",
      -  "traffic",
      -  "transit",
      -  "tree-cadastre",
      -  "unemployment",
      -  "vehicle-registrations",
      -  "water-level",
      -  "weather",
      -  "weather-warnings",
      -  "webcams"
      -]New value: +[
      +  "accidents",
      +  "air",
      +  "air-uba",
      +  "base",
      +  "bathing-water",
      +  "bike-counts",
      +  "business-registrations",
      +  "charging",
      +  "charging-status",
      +  "civil-protection-warnings",
      +  "construction",
      +  "council-papers",
      +  "crime-stats",
      +  "demographics",
      +  "district-heating",
      +  "drinking-water",
      +  "education",
      +  "election",
      +  "energy",
      +  "events",
      +  "fire-danger",
      +  "flood",
      +  "fuel-prices",
      +  "geo",
      +  "government-offices",
      +  "health",
      +  "heritage",
      +  "holidays",
      +  "hospitals-atlas",
      +  "icu-live",
      +  "indicators",
      +  "insolvencies",
      +  "land-values",
      +  "markets",
      +  "office-wait-times",
      +  "overview",
      +  "parcel-lockers",
      +  "parking",
      +  "playgrounds",
      +  "pollen-uv",
      +  "population-density",
      +  "post-boxes",
      +  "post-offices",
      +  "power-load",
      +  "power-price",
      +  "public-tenders",
      +  "public-toilets",
      +  "public-wifi",
      +  "recycling-centres",
      +  "road-events",
      +  "sharing",
      +  "solar",
      +  "solar-roofs",
      +  "station-arrivals",
      +  "station-departures",
      +  "station-facilities",
      +  "stations",
      +  "sustainability",
      +  "tax-rates",
      +  "tourism",
      +  "traffic",
      +  "transit",
      +  "tree-cadastre",
      +  "unemployment",
      +  "vehicle-registrations",
      +  "water-level",
      +  "weather",
      +  "weather-warnings",
      +  "webcams"
      +]
  8. Changed1 schema field changed
    • changedInput schema / properties / resource / enum
      Previous value: -[
      -  "accidents",
      -  "air",
      -  "air-uba",
      -  "base",
      -  "bathing-water",
      -  "bike-counts",
      -  "business-registrations",
      -  "charging",
      -  "charging-status",
      -  "civil-protection-warnings",
      -  "construction",
      -  "crime-stats",
      -  "demographics",
      -  "district-heating",
      -  "drinking-water",
      -  "education",
      -  "election",
      -  "energy",
      -  "events",
      -  "fire-danger",
      -  "flood",
      -  "fuel-prices",
      -  "geo",
      -  "government-offices",
      -  "health",
      -  "heritage",
      -  "holidays",
      -  "hospitals-atlas",
      -  "icu-live",
      -  "indicators",
      -  "insolvencies",
      -  "land-values",
      -  "markets",
      -  "office-wait-times",
      -  "overview",
      -  "parcel-lockers",
      -  "parking",
      -  "playgrounds",
      -  "pollen-uv",
      -  "population-density",
      -  "post-boxes",
      -  "post-offices",
      -  "power-load",
      -  "power-price",
      -  "public-tenders",
      -  "public-toilets",
      -  "public-wifi",
      -  "recycling-centres",
      -  "road-events",
      -  "sharing",
      -  "solar",
      -  "solar-roofs",
      -  "station-arrivals",
      -  "station-departures",
      -  "station-facilities",
      -  "stations",
      -  "tax-rates",
      -  "tourism",
      -  "traffic",
      -  "transit",
      -  "tree-cadastre",
      -  "unemployment",
      -  "vehicle-registrations",
      -  "water-level",
      -  "weather",
      -  "weather-warnings",
      -  "webcams"
      -]New value: +[
      +  "accidents",
      +  "air",
      +  "air-uba",
      +  "base",
      +  "bathing-water",
      +  "bike-counts",
      +  "business-registrations",
      +  "charging",
      +  "charging-status",
      +  "civil-protection-warnings",
      +  "construction",
      +  "council-papers",
      +  "crime-stats",
      +  "demographics",
      +  "district-heating",
      +  "drinking-water",
      +  "education",
      +  "election",
      +  "energy",
      +  "events",
      +  "fire-danger",
      +  "flood",
      +  "fuel-prices",
      +  "geo",
      +  "government-offices",
      +  "health",
      +  "heritage",
      +  "holidays",
      +  "hospitals-atlas",
      +  "icu-live",
      +  "indicators",
      +  "insolvencies",
      +  "land-values",
      +  "markets",
      +  "office-wait-times",
      +  "overview",
      +  "parcel-lockers",
      +  "parking",
      +  "playgrounds",
      +  "pollen-uv",
      +  "population-density",
      +  "post-boxes",
      +  "post-offices",
      +  "power-load",
      +  "power-price",
      +  "public-tenders",
      +  "public-toilets",
      +  "public-wifi",
      +  "recycling-centres",
      +  "road-events",
      +  "sharing",
      +  "solar",
      +  "solar-roofs",
      +  "station-arrivals",
      +  "station-departures",
      +  "station-facilities",
      +  "stations",
      +  "tax-rates",
      +  "tourism",
      +  "traffic",
      +  "transit",
      +  "tree-cadastre",
      +  "unemployment",
      +  "vehicle-registrations",
      +  "water-level",
      +  "weather",
      +  "weather-warnings",
      +  "webcams"
      +]
  9. Changed1 schema field changed
    • changedInput schema / properties / slug / description
      Previous value: -"City slug from the list_cities tool, e.g. 'berlin' or 'hamburg'."New value: +"City identifier, e.g. 'berlin' or 'hamburg'. Resolved leniently: the German name with or without umlauts, any casing, a common English exonym or short form also works (München/munich/munchen -> muenchen, cologne -> koeln, frankfurt -> frankfurt-am-main). An unknown name returns 404 with a 'Meintest du ...?' suggestion. list_cities gives the canonical slugs."
  10. Changed1 schema field changed
    • changedInput schema / properties / resource / enum
      Previous value: -[
      -  "accidents",
      -  "air",
      -  "air-uba",
      -  "base",
      -  "bathing-water",
      -  "bike-counts",
      -  "business-registrations",
      -  "charging",
      -  "charging-status",
      -  "construction",
      -  "crime-stats",
      -  "demographics",
      -  "district-heating",
      -  "drinking-water",
      -  "education",
      -  "election",
      -  "energy",
      -  "events",
      -  "fire-danger",
      -  "flood",
      -  "fuel-prices",
      -  "geo",
      -  "government-offices",
      -  "health",
      -  "heritage",
      -  "holidays",
      -  "hospitals-atlas",
      -  "icu-live",
      -  "indicators",
      -  "insolvencies",
      -  "land-values",
      -  "markets",
      -  "office-wait-times",
      -  "overview",
      -  "parcel-lockers",
      -  "parking",
      -  "playgrounds",
      -  "pollen-uv",
      -  "population-density",
      -  "post-boxes",
      -  "post-offices",
      -  "power-load",
      -  "power-price",
      -  "public-tenders",
      -  "public-toilets",
      -  "public-wifi",
      -  "recycling-centres",
      -  "road-events",
      -  "sharing",
      -  "solar",
      -  "solar-roofs",
      -  "station-arrivals",
      -  "station-departures",
      -  "station-facilities",
      -  "stations",
      -  "tax-rates",
      -  "tourism",
      -  "traffic",
      -  "transit",
      -  "tree-cadastre",
      -  "unemployment",
      -  "vehicle-registrations",
      -  "water-level",
      -  "weather",
      -  "weather-warnings",
      -  "webcams"
      -]New value: +[
      +  "accidents",
      +  "air",
      +  "air-uba",
      +  "base",
      +  "bathing-water",
      +  "bike-counts",
      +  "business-registrations",
      +  "charging",
      +  "charging-status",
      +  "civil-protection-warnings",
      +  "construction",
      +  "crime-stats",
      +  "demographics",
      +  "district-heating",
      +  "drinking-water",
      +  "education",
      +  "election",
      +  "energy",
      +  "events",
      +  "fire-danger",
      +  "flood",
      +  "fuel-prices",
      +  "geo",
      +  "government-offices",
      +  "health",
      +  "heritage",
      +  "holidays",
      +  "hospitals-atlas",
      +  "icu-live",
      +  "indicators",
      +  "insolvencies",
      +  "land-values",
      +  "markets",
      +  "office-wait-times",
      +  "overview",
      +  "parcel-lockers",
      +  "parking",
      +  "playgrounds",
      +  "pollen-uv",
      +  "population-density",
      +  "post-boxes",
      +  "post-offices",
      +  "power-load",
      +  "power-price",
      +  "public-tenders",
      +  "public-toilets",
      +  "public-wifi",
      +  "recycling-centres",
      +  "road-events",
      +  "sharing",
      +  "solar",
      +  "solar-roofs",
      +  "station-arrivals",
      +  "station-departures",
      +  "station-facilities",
      +  "stations",
      +  "tax-rates",
      +  "tourism",
      +  "traffic",
      +  "transit",
      +  "tree-cadastre",
      +  "unemployment",
      +  "vehicle-registrations",
      +  "water-level",
      +  "weather",
      +  "weather-warnings",
      +  "webcams"
      +]
  11. Changed1 schema field changed
    • changedInput schema / properties / resource / enum
      Previous value: -[
      -  "accidents",
      -  "air",
      -  "air-uba",
      -  "base",
      -  "bathing-water",
      -  "bike-counts",
      -  "business-registrations",
      -  "charging",
      -  "charging-status",
      -  "construction",
      -  "crime-stats",
      -  "demographics",
      -  "district-heating",
      -  "drinking-water",
      -  "education",
      -  "election",
      -  "energy",
      -  "events",
      -  "fire-danger",
      -  "flood",
      -  "fuel-prices",
      -  "geo",
      -  "government-offices",
      -  "health",
      -  "heritage",
      -  "holidays",
      -  "hospitals-atlas",
      -  "icu-live",
      -  "indicators",
      -  "insolvencies",
      -  "land-values",
      -  "markets",
      -  "overview",
      -  "parcel-lockers",
      -  "parking",
      -  "playgrounds",
      -  "pollen-uv",
      -  "population-density",
      -  "post-boxes",
      -  "post-offices",
      -  "power-load",
      -  "power-price",
      -  "public-tenders",
      -  "public-toilets",
      -  "public-wifi",
      -  "recycling-centres",
      -  "road-events",
      -  "sharing",
      -  "solar",
      -  "solar-roofs",
      -  "station-arrivals",
      -  "station-departures",
      -  "station-facilities",
      -  "stations",
      -  "tax-rates",
      -  "tourism",
      -  "traffic",
      -  "transit",
      -  "tree-cadastre",
      -  "unemployment",
      -  "vehicle-registrations",
      -  "water-level",
      -  "weather",
      -  "weather-warnings",
      -  "webcams"
      -]New value: +[
      +  "accidents",
      +  "air",
      +  "air-uba",
      +  "base",
      +  "bathing-water",
      +  "bike-counts",
      +  "business-registrations",
      +  "charging",
      +  "charging-status",
      +  "construction",
      +  "crime-stats",
      +  "demographics",
      +  "district-heating",
      +  "drinking-water",
      +  "education",
      +  "election",
      +  "energy",
      +  "events",
      +  "fire-danger",
      +  "flood",
      +  "fuel-prices",
      +  "geo",
      +  "government-offices",
      +  "health",
      +  "heritage",
      +  "holidays",
      +  "hospitals-atlas",
      +  "icu-live",
      +  "indicators",
      +  "insolvencies",
      +  "land-values",
      +  "markets",
      +  "office-wait-times",
      +  "overview",
      +  "parcel-lockers",
      +  "parking",
      +  "playgrounds",
      +  "pollen-uv",
      +  "population-density",
      +  "post-boxes",
      +  "post-offices",
      +  "power-load",
      +  "power-price",
      +  "public-tenders",
      +  "public-toilets",
      +  "public-wifi",
      +  "recycling-centres",
      +  "road-events",
      +  "sharing",
      +  "solar",
      +  "solar-roofs",
      +  "station-arrivals",
      +  "station-departures",
      +  "station-facilities",
      +  "stations",
      +  "tax-rates",
      +  "tourism",
      +  "traffic",
      +  "transit",
      +  "tree-cadastre",
      +  "unemployment",
      +  "vehicle-registrations",
      +  "water-level",
      +  "weather",
      +  "weather-warnings",
      +  "webcams"
      +]
  12. Changed1 schema field changed
    • changedInput schema / properties / resource / enum
      Previous value: -[
      -  "accidents",
      -  "air",
      -  "air-uba",
      -  "base",
      -  "bathing-water",
      -  "bike-counts",
      -  "business-registrations",
      -  "charging",
      -  "construction",
      -  "crime-stats",
      -  "demographics",
      -  "district-heating",
      -  "drinking-water",
      -  "education",
      -  "election",
      -  "energy",
      -  "events",
      -  "fire-danger",
      -  "flood",
      -  "fuel-prices",
      -  "geo",
      -  "government-offices",
      -  "health",
      -  "heritage",
      -  "holidays",
      -  "hospitals-atlas",
      -  "icu-live",
      -  "indicators",
      -  "insolvencies",
      -  "land-values",
      -  "markets",
      -  "overview",
      -  "parcel-lockers",
      -  "parking",
      -  "playgrounds",
      -  "pollen-uv",
      -  "population-density",
      -  "post-boxes",
      -  "post-offices",
      -  "power-load",
      -  "power-price",
      -  "public-tenders",
      -  "public-toilets",
      -  "public-wifi",
      -  "recycling-centres",
      -  "road-events",
      -  "sharing",
      -  "solar",
      -  "solar-roofs",
      -  "station-arrivals",
      -  "station-departures",
      -  "station-facilities",
      -  "stations",
      -  "tax-rates",
      -  "tourism",
      -  "traffic",
      -  "transit",
      -  "tree-cadastre",
      -  "unemployment",
      -  "vehicle-registrations",
      -  "water-level",
      -  "weather",
      -  "weather-warnings",
      -  "webcams"
      -]New value: +[
      +  "accidents",
      +  "air",
      +  "air-uba",
      +  "base",
      +  "bathing-water",
      +  "bike-counts",
      +  "business-registrations",
      +  "charging",
      +  "charging-status",
      +  "construction",
      +  "crime-stats",
      +  "demographics",
      +  "district-heating",
      +  "drinking-water",
      +  "education",
      +  "election",
      +  "energy",
      +  "events",
      +  "fire-danger",
      +  "flood",
      +  "fuel-prices",
      +  "geo",
      +  "government-offices",
      +  "health",
      +  "heritage",
      +  "holidays",
      +  "hospitals-atlas",
      +  "icu-live",
      +  "indicators",
      +  "insolvencies",
      +  "land-values",
      +  "markets",
      +  "overview",
      +  "parcel-lockers",
      +  "parking",
      +  "playgrounds",
      +  "pollen-uv",
      +  "population-density",
      +  "post-boxes",
      +  "post-offices",
      +  "power-load",
      +  "power-price",
      +  "public-tenders",
      +  "public-toilets",
      +  "public-wifi",
      +  "recycling-centres",
      +  "road-events",
      +  "sharing",
      +  "solar",
      +  "solar-roofs",
      +  "station-arrivals",
      +  "station-departures",
      +  "station-facilities",
      +  "stations",
      +  "tax-rates",
      +  "tourism",
      +  "traffic",
      +  "transit",
      +  "tree-cadastre",
      +  "unemployment",
      +  "vehicle-registrations",
      +  "water-level",
      +  "weather",
      +  "weather-warnings",
      +  "webcams"
      +]
  13. Added

TDQS

A3.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already establish read-only, idempotent, non-destructive, open-world behavior, so the description's 'Read-only' adds nothing. The genuinely valuable additions are the disclosed outcome semantics: uncovered types return source_status="not_covered" with where the data IS available, and never raise an error. That is real behavioral context an agent needs, beyond what annotations provide.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The opening sentence is front-loaded and states the core contract immediately. The long parenthetical inventory of data types and trailing 'and more' is somewhat padded, but it earns its place by aiding discovery given the 80-key enum. Slightly verbose but well ordered.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the description need not explain return values, and it correctly focuses on the routing/discovery story: which keys exist, how to find them, and how uncovered types behave. The missing piece is disambiguation from the overlapping specialized siblings, which for a catch-all tool is the one thing an agent most needs.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% and the resource enum enumerates all keys, so the schema already carries parameter meaning. The description reinforces that keys match the 'type' field from get_city_overview/the catalog and that the enum lists every key, but adds no syntax or format detail beyond the schema. Baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource ('Fetch ANY per-city data type by its key') and characterizes itself as a generic accessor spanning live data, statistics, time series, and infrastructure. It clearly identifies itself as the broad catch-all, but it does not resolve overlap with siblings that cover the same domains (air_quality, weather, transit_departures, pois), leaving the agent to guess when the specialized tool is preferable.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It tells the agent to discover valid keys via get_city_overview(slug) or the infranode://catalog resource, which is useful navigation, and notes that uncovered types return source_status="not_covered" rather than an error. However, it never states when to prefer this generic accessor over the specialized siblings (air_quality, weather, station boards), so the usage boundary is only implied.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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