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Casafari Area Insights

by com.casafari
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Property price trends and market stats by area. Sign up free at platform.casafari.com.

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Status
Unhealthy
Uptime
43.6% over 18 days
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL
ChatGPT
–
Claude
Casafari Area Insights

TDQS

A4/5.0

Scored across 9 tools

Disambiguation4/5

Each tool has a well-defined analytical output (bedrooms, price bands, heatmap, time series, operations), and the detailed descriptions clarify parameter and location semantics. The only real overlap is that both get_price_distribution and get_time_on_market_distribution group listings by asking-price bands, which could cause occasional misselection, and time_series_data versus time_series_operations requires reading descriptions to distinguish raw series from computed metrics.

Naming Consistency4/5

All names are snake_case and the analytics tools consistently use the area-insights_get_<metric> pattern. Minor deviations are the two unprefixed tools (account_status, locations_search) and their noun-first phrasing, but overall the convention is predictable.

Tool Count5/5

Nine tools is well-scoped for an area-insights server: two free utility tools, one required location resolver, and six complementary analytics endpoints. Each tool earns its place with no obvious redundancy.

Completeness4/5

The surface covers the full analytics lifecycle: location resolution, several distribution views, heatmap, raw time series and derived operations, plus account/date utilities. Gaps are minor, such as no dedicated listing-level or comparison-across-areas tool, but core market-analysis workflows are covered.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 6 tool updates
    • Changedarea-insights_get_bedrooms_distribution2 fields changed
      • changedInput schema / properties / request_data / properties / conditions / description
        Previous value: -"Property conditions, as returned by the [GET /api/v1/references/conditions](/#operation/<conditions>) endpoint."New value: +"Property conditions: one or more of used, ruin, very-good, new and other."
      • changedInput schema / properties / request_data / properties / custom_location_boundary / properties / circle / properties / distance / description
        Previous value: -"Maximum distance in meters from the requested `target_point` to the properties."New value: +"Circle radius in metres (not kilometres) from `target_point`: 50 to 50,000."
    • Changedarea-insights_get_heatmap1 field changed
      • changedInput schema / properties / request_data / properties / conditions / description
        Previous value: -"Property conditions, as returned by the [GET /api/v1/references/conditions](/#operation/<conditions>) endpoint."New value: +"Property conditions: one or more of used, ruin, very-good, new and other."
    • Changedarea-insights_get_price_distribution2 fields changed
      • changedInput schema / properties / request_data / properties / conditions / description
        Previous value: -"Property conditions, as returned by the [GET /api/v1/references/conditions](/#operation/<conditions>) endpoint."New value: +"Property conditions: one or more of used, ruin, very-good, new and other."
      • changedInput schema / properties / request_data / properties / custom_location_boundary / properties / circle / properties / distance / description
        Previous value: -"Maximum distance in meters from the requested `target_point` to the properties."New value: +"Circle radius in metres (not kilometres) from `target_point`: 50 to 50,000."
    • Changedarea-insights_get_time_on_market_distribution2 fields changed
      • changedInput schema / properties / request_data / properties / conditions / description
        Previous value: -"Property conditions, as returned by the [GET /api/v1/references/conditions](/#operation/<conditions>) endpoint."New value: +"Property conditions: one or more of used, ruin, very-good, new and other."
      • changedInput schema / properties / request_data / properties / custom_location_boundary / properties / circle / properties / distance / description
        Previous value: -"Maximum distance in meters from the requested `target_point` to the properties."New value: +"Circle radius in metres (not kilometres) from `target_point`: 50 to 50,000."
    • Changedarea-insights_get_time_series_data4 fields changed
      • changedInput schema / properties / request_data / description
        Previous value: -"One analytical segment defining a specific filter or location boundary.\nAlias (name) is generated automatically on the server based on the location definition."New value: +"One segment: the location boundary, the figure, the dates and the filters. `alias` is required."
      • changedInput schema / properties / request_data / properties / alias / description
        Previous value: -"Alias (name) of the segment that was analyzed."New value: +"Required: any short label you choose for this segment, such as the place name. It is echoed back in the answer."
      • changedInput schema / properties / request_data / properties / conditions / description
        Previous value: -"Property conditions, as returned by the [GET /api/v1/references/conditions](/#operation/<conditions>) endpoint."New value: +"Property conditions: one or more of used, ruin, very-good, new and other."
      • changedInput schema / properties / request_data / properties / custom_location_boundary / properties / circle / properties / distance / description
        Previous value: -"Maximum distance in meters from the requested `target_point` to the properties."New value: +"Circle radius in metres (not kilometres) from `target_point`: 50 to 50,000."
    • Changedarea-insights_get_time_series_operations5 fields changed
      • changedInput schema / properties / request_data / description
        Previous value: -"Schema for MCP time-series analytical requests.\n\n### Concept\nThis schema defines *what* to analyze (via `filter`), *where* to analyze (via `segment`),\nand *which operations* to compute (via `operations`).\n\n- The `filter` contains **shared analytical parameters** defining the general query context.\n- The `segment` represents a **specific analytical subset** (e.g., a district, city, or region),\n  which inherits all values from `filter` but can override a few (e.g., location boundary).\n\nThis logic ensures a consistent analytical context while allowing\na single location-specific override — suitable for focused analytical requests\nwhere only one boundary or subset is being analyzed."New value: +"What to compute (`operations`) over which data (`segment`). Everything that defines the data goes in `segment`: location boundary, `data_point`, `date_interval`, dates, property type and filters. There is no separate `filter`."
      • changedInput schema / properties / request_data / properties / segment / description
        Previous value: -"Analytical segment representing a boundary or subset of data. Inherits all fields from `filter` but may redefine location-specific ones (such as `custom_location_boundary` or `alias`)."New value: +"Everything that defines the data: location boundary, `data_point`, `date_interval`, `date_range`, `type_group`, `business_type` and filters. `alias` is required."
      • changedInput schema / properties / request_data / properties / segment / properties / alias / description
        Previous value: -"Alias (name) of the segment that was analyzed."New value: +"Required: any short label you choose for this segment, such as the place name. It is echoed back in the answer."
      • changedInput schema / properties / request_data / properties / segment / properties / conditions / description
        Previous value: -"Property conditions, as returned by the [GET /api/v1/references/conditions](/#operation/<conditions>) endpoint."New value: +"Property conditions: one or more of used, ruin, very-good, new and other."
      • changedInput schema / properties / request_data / properties / segment / properties / custom_location_boundary / properties / circle / properties / distance / description
        Previous value: -"Maximum distance in meters from the requested `target_point` to the properties."New value: +"Circle radius in metres (not kilometres) from `target_point`: 50 to 50,000."
  2. 1 tool update
    • Changedlocations_search2 fields changed
      • changedInput schema / properties / country / description
        Previous value: -"ISO 3166-1 alpha-2 country code to restrict the search to."New value: +"ISO 3166-1 alpha-2 country code to restrict the search to. Pass it when you know it; with postcode it must be ES, FR or PT."
      • changedInput schema / properties / postcode / description
        Previous value: -"Find the places a postcode covers, smallest area first (28019, 1950-102). One postcode matches several places. Postcode coverage: Spain fully, France partly, Portugal only parts of Lisbon; other countries are not covered."New value: +"Find the places a postcode covers, smallest area first (28019, 1950-102). One postcode matches several places. Postcodes: Spain, France (partly) and Portugal (parts of Lisbon) only; other countries have none, and country with postcode for one answers 400. Pass `country` when you know it."
  3. 2 tool updates
    • Changedarea-insights_get_price_distribution3 fields changed
      • removedOutput schema / properties / result / items / properties / is_mean / description
        Removed value: -"Indicates whether the mean value is within this distribution unit."
      • removedOutput schema / properties / result / items / properties / lower_bound / description
        Removed value: -"The lower price bound of the distribution unit."
      • removedOutput schema / properties / result / items / properties / upper_bound / description
        Removed value: -"The upper price bound of the distribution unit."
    • Changedarea-insights_get_time_on_market_distribution2 fields changed
      • removedOutput schema / properties / result / items / properties / lower_bound / description
        Removed value: -"The lower price bound of the distribution unit."
      • removedOutput schema / properties / result / items / properties / upper_bound / description
        Removed value: -"The upper price bound of the distribution unit."
  4. 9 tool updates
    • First observedaccount_status
    • First observedarea-insights_get_bedrooms_distribution
    • First observedarea-insights_get_current_datetime
    • First observedarea-insights_get_heatmap
    • First observedarea-insights_get_price_distribution
    • First observedarea-insights_get_time_on_market_distribution
    • First observedarea-insights_get_time_series_data
    • First observedarea-insights_get_time_series_operations
    • First observedlocations_search

Publisher details

Operator
Casafari · Publisher source
Operator website
https://www.casafari.com · Publisher source
Vendor relationship
First-party · Publisher source
Documentation
https://developers.casafari.com/docs/comparables-valuation · Publisher source
Trust center
Not available
Restrictions
Requires a Casafari API and MCP Platform account: self-serve at https://platform.casafari.com/console/, Free plan with no card. Calls use units from the account's balance (place lookups and account_status are free); more units are bought in the console. Sign-in is OAuth 2.1 in the browser, with no custom OAuth app or API key needed. AgentGraph AI covers Germany and is for verified businesses only; Claro AI covers commercial premises in Spain and Germany and allows 4 searches on the Free plan. Data covers European property markets; coverage varies by country. · Publisher source

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