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Cenogram - Polish Real Estate Data

get_demographics

Read-only

Demographic, economic, housing and other local statistics for a Polish location, from GUS BDL (Bank Danych Lokalnych) — Poland's public Central Statistical Office open-data bank. ~50 indicators across 11 categories (population, economy, housing, spatial planning, infrastructure, environment, safety, education, prices) plus a few derived metrics. Address by location (city/county name) OR teryt. A name resolves to county/powiat (4-digit) level; for richer gmina/district-level data (L6) pass a 6 or 7-digit teryt. teryt wins when both are given. Use list_locations to find TERYT codes — neighborhoods/osiedla are NOT addressable here. A query returns the requested level PLUS all parent levels (a gmina query also yields powiat, NUTS3 region and voivodeship indicators). Optional year, or yearFrom+yearTo for a time series, and category to filter. Cost: 1 token.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
yearNoSingle year (2003-present). Mutually exclusive with yearFrom/yearTo. Omit for the latest available year per indicator.
terytNoTERYT code: 2-digit (voivodeship, e.g. 14), 4-digit (county, e.g. 1465), 6 or 7-digit (gmina, e.g. 1465011). The 7th digit selects the unit type: 3 = urban-rural gmina overall, 4/5 = urban/rural part only, 8 = Warszawa district (1465011 = all of Warszawa, 1465108 = Śródmieście). Wins over location. Use list_locations to find codes.
yearToNoEnd year for a time series (max current year + 1).
categoryNoFilter to these categories. Omit to return all available.
locationNoCity, county, or district name (e.g. 'Warszawa', 'Kraków'). A city/county name resolves to county/powiat level; a Warszawa district name (e.g. 'Mokotów') resolves to that district, another city's delegatura (e.g. 'Kraków-Podgórze') to its parent county. Use this OR teryt. For gmina-level data on other units pass a 6/7-digit teryt instead.
yearFromNoStart year for a time series (min 2003).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / location / description
      Previous value: -"City/county name, resolves to county/powiat level (e.g. 'Warszawa', 'Kraków'). Use this OR teryt. For gmina-level data pass a 6/7-digit teryt instead."New value: +"City, county, or district name (e.g. 'Warszawa', 'Kraków'). A city/county name resolves to county/powiat level; a Warszawa district name (e.g. 'Mokotów') resolves to that district, another city's delegatura (e.g. 'Kraków-Podgórze') to its parent county. Use this OR teryt. For gmina-level data on other units pass a 6/7-digit teryt instead."
  2. Changed1 schema field changed
    • changedInput schema / properties / teryt / description
      Previous value: -"TERYT code: 2-digit (voivodeship, e.g. 14), 4-digit (county, e.g. 1465), 6 or 7-digit (gmina, e.g. 1465011). Wins over location. Use list_locations to find codes."New value: +"TERYT code: 2-digit (voivodeship, e.g. 14), 4-digit (county, e.g. 1465), 6 or 7-digit (gmina, e.g. 1465011). The 7th digit selects the unit type: 3 = urban-rural gmina overall, 4/5 = urban/rural part only, 8 = Warszawa district (1465011 = all of Warszawa, 1465108 = Śródmieście). Wins over location. Use list_locations to find codes."
  3. Added
  4. Removed
  5. Added

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, and the description adds meaningful behavioral detail: query results include all parent levels, a name resolves to county level while teryt wins when both are given, and cost is 1 token. This goes well beyond the annotation signal.

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

Conciseness5/5

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

The description is long but each sentence earns its place: source, indicator scope, addressing rules, hierarchy behavior, and filtering options. Critical constraints are front-loaded, and no filler or repeated schema text is present.

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

Completeness5/5

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

For a flexible read-only lookup with six optional parameters and no output schema, the description covers everything an agent needs: what data comes back, how to specify a location, how to get finer geographic levels, how to filter by category, and how to request a time series. The absence of an output schema is compensated by the explicit parent-level return behavior.

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

Parameters4/5

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

Schema coverage is 100%, so the baseline is 3, but the description adds genuine value: it explains teryt digit-level resolution, the 7th digit unit-type meaning, the precedence of teryt over location, parent-level expansion, and the year vs yearFrom/yearTo semantics. This materially helps an agent choose and combine parameters correctly.

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

Purpose5/5

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

The description opens with a specific verb+resource: it returns demographic, economic, housing, and other local statistics for a Polish location from GUS BDL, with ~50 indicators across 11 categories. This distinguishes it clearly from the many transaction, parcel, and pricing siblings.

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

Usage Guidelines4/5

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

The description gives practical routing guidance: use list_locations to find TERYT codes, pass a 6/7-digit teryt for gmina-level data, and note that neighborhoods/osiedla are NOT addressable here. It doesn't explicitly contrast with sibling tools like compare_locations or get_market_overview, but the domain is clear enough that an agent can infer when this tool is appropriate.

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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