Comparables and valuations for European homes. Sign up free at platform.casafari.com.
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Scored across 2 tools
The two tools handle entirely separate concerns: account/billing status versus property valuation and comparable listings. There is no plausible way to confuse them, and their input schemas don't overlap at all.
Both names are snake_case, but the patterns differ: 'account_status' is a noun phrase while 'comparables_get_comparables' embeds a verb with a redundant namespace prefix and repeated stem. Readable, but not a predictable convention an agent could infer.
Two tools is thin and falls below the typical 3–15 range. The domain is narrow enough that it doesn't feel bloated, but a single core operation plus a billing check is borderline minimal for a server purpose.
The core workflow (value a property, get comps, check token budget) is covered, but there is no way to look up a single comparable listing, browse listings independently of a valuation, or inspect prior valuations. These are notable gaps for an agent that may need listing details after receiving comparables.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
comparables_get_comparables4 fields changedInput schema / properties / characteristics / properties / exclude / items / enumPrevious value: -[
- "balcony",
- "elevator",
- "no_elevator",
- "garage",
- "garden",
- "parking",
- "storage",
- "swimming_pool",
- "terrace",
- "rental_license",
- "furniture",
- "rented_out",
- "life_annuity"
-]New value: +[
+ "balcony",
+ "elevator",
+ "no_elevator",
+ "garage",
+ "garden",
+ "parking",
+ "storage",
+ "swimming_pool",
+ "terrace",
+ "rental_license",
+ "furniture",
+ "rented_out",
+ "life_annuity",
+ "business_transfer",
+ "smoke_outlet",
+ "air_conditioning"
+]Input schema / properties / characteristics / properties / must_have / items / enumPrevious value: -[
- "balcony",
- "elevator",
- "no_elevator",
- "garage",
- "garden",
- "parking",
- "storage",
- "swimming_pool",
- "terrace",
- "rental_license",
- "furniture",
- "rented_out",
- "life_annuity"
-]New value: +[
+ "balcony",
+ "elevator",
+ "no_elevator",
+ "garage",
+ "garden",
+ "parking",
+ "storage",
+ "swimming_pool",
+ "terrace",
+ "rental_license",
+ "furniture",
+ "rented_out",
+ "life_annuity",
+ "business_transfer",
+ "smoke_outlet",
+ "air_conditioning"
+]Input schema / properties / characteristics / properties / nice_to_have / items / enumPrevious value: -[
- "balcony",
- "elevator",
- "no_elevator",
- "garage",
- "garden",
- "parking",
- "storage",
- "swimming_pool",
- "terrace",
- "rental_license",
- "furniture",
- "rented_out",
- "life_annuity"
-]New value: +[
+ "balcony",
+ "elevator",
+ "no_elevator",
+ "garage",
+ "garden",
+ "parking",
+ "storage",
+ "swimming_pool",
+ "terrace",
+ "rental_license",
+ "furniture",
+ "rented_out",
+ "life_annuity",
+ "business_transfer",
+ "smoke_outlet",
+ "air_conditioning"
+]Output schema / properties / results / items / properties / features / anyOfPrevious value: -[
- {
- "additionalProperties": true,
- "properties": {
- "characteristics": {
- "anyOf": [
- {
- "items": {
- "enum": [
- "balcony",
- "elevator",
- "no_elevator",
- "garage",
- "garden",
- "parking",
- "storage",
- "swimming_pool",
- "terrace",
- "rental_license",
- "furniture",
- "rented_out",
- "life_annuity"
- ],
- "type": "string"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "description": "Property characteristics."
- },
- "direction": {
- "anyOf": [
- {
- "enum": [
- "north",
- "south",
- "east",
- "west"
- ],
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "description": "Cardinal direction the property faces. This field is deprecated and will be removed in the next major update. Please, use `directions` field instead."
- },
- "directions": {
- "anyOf": [
- {
- "items": {
- "enum": [
- "north",
- "south",
- "east",
- "west"
- ],
- "type": "string"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "description": "List of cardinal directions the property faces."
- },
- "floor": {
- "anyOf": [
- {
- "enum": [
- "no_floor",
- "ground",
- "middle",
- "top"
- ],
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "description": "Floor type."
- },
- "orientation": {
- "anyOf": [
- {
- "enum": [
- "exterior",
- "interior"
- ],
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "description": "Property view orientation."
- },
- "view": {
- "anyOf": [
- {
- "enum": [
- "water",
- "landscape",
- "city",
- "golf",
- "park"
- ],
- "type": "string"
- },
- {
- "type": "null"
- }
- ],
- "description": "View from the property. This field is deprecated and will be removed in the next major update. Please, use `views` field instead."
- },
- "views": {
- "anyOf": [
- {
- "items": {
- "enum": [
- "water",
- "landscape",
- "city",
- "golf",
- "park"
- ],
- "type": "string"
- },
- "type": "array"
- },
- {
- "type": "null"
- }
- ],
- "description": "List of views from the property."
- }
- },
- "required": [
- "floor",
- "orientation",
- "view",
- "views",
- "direction",
- "directions",
- "characteristics"
- ],
- "type": "object"
- },
- {
- "type": "null"
- }
-]New value: +[
+ {
+ "additionalProperties": true,
+ "properties": {
+ "characteristics": {
+ "anyOf": [
+ {
+ "items": {
+ "type": "string"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "description": "Property characteristics."
+ },
+ "direction": {
+ "anyOf": [
+ {
+ "enum": [
+ "north",
+ "south",
+ "east",
+ "west"
+ ],
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "description": "Cardinal direction the property faces. This field is deprecated and will be removed in the next major update. Please, use `directions` field instead."
+ },
+ "directions": {
+ "anyOf": [
+ {
+ "items": {
+ "enum": [
+ "north",
+ "south",
+ "east",
+ "west"
+ ],
+ "type": "string"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "description": "List of cardinal directions the property faces."
+ },
+ "floor": {
+ "anyOf": [
+ {
+ "enum": [
+ "no_floor",
+ "ground",
+ "middle",
+ "top"
+ ],
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "description": "Floor type."
+ },
+ "orientation": {
+ "anyOf": [
+ {
+ "enum": [
+ "exterior",
+ "interior"
+ ],
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "description": "Property view orientation."
+ },
+ "view": {
+ "anyOf": [
+ {
+ "enum": [
+ "water",
+ "landscape",
+ "city",
+ "golf",
+ "park"
+ ],
+ "type": "string"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "description": "View from the property. This field is deprecated and will be removed in the next major update. Please, use `views` field instead."
+ },
+ "views": {
+ "anyOf": [
+ {
+ "items": {
+ "enum": [
+ "water",
+ "landscape",
+ "city",
+ "golf",
+ "park"
+ ],
+ "type": "string"
+ },
+ "type": "array"
+ },
+ {
+ "type": "null"
+ }
+ ],
+ "description": "List of views from the property."
+ }
+ },
+ "required": [
+ "floor",
+ "orientation",
+ "view",
+ "views",
+ "direction",
+ "directions",
+ "characteristics"
+ ],
+ "type": "object"
+ },
+ {
+ "type": "null"
+ }
+]comparables_get_comparablescomparables_get_comparablescomparables_get_comparablescomparables_get_comparablescomparables_get_comparablescomparables_get_comparablescomparables_get_comparablescomparables_get_comparablescomparables_get_comparablescomparables_get_comparablescomparables_get_comparablescomparables_get_comparablescomparables_get_comparables7 fields changedInput schema / properties / bedrooms / descriptionPrevious value: -"Number of bedrooms (cannot be used together with `rooms`)."New value: +"Target number of bedrooms of the property being valued. A similarity target, not a filter: comparables with other bedroom counts can be returned, ranked lower. Cannot be used together with `rooms`."Input schema / properties / comparables_types / descriptionPrevious value: -"Country availability per type is available at the GET /api/v1/references/types endpoint. Property types by type groups: apartment: erdgeschosswohnung, etagenwohnung, dachgeschosswohnung, duplex, studio, penthouse, apartment house: villa, reihenhaus, palace, country_estate, family_house (DEPRECATED), zweifamilienhaus, reihenmittelhaus, reihenendhaus, landwirtschaftliche_betriebe, country_house, townhouse, chalet, bungalow, einfamilienhaus, house room: room building: mix_use_building, office_building, apartment_building investment: restaurant, other_commercial, warehouse, office, industrial, werkstatt, hotel, retail plot: plot (DEPRECATED), rural_plot, urban_plot other: garage, other, parking Note that you can select multiple types only from one property type group."New value: +"Property types to compare with, all from one type group. Groups: apartment (erdgeschosswohnung, etagenwohnung, dachgeschosswohnung, duplex, studio, penthouse, apartment); house (villa, reihenhaus, palace, country_estate, zweifamilienhaus, reihenmittelhaus, reihenendhaus, landwirtschaftliche_betriebe, country_house, townhouse, chalet, bungalow, einfamilienhaus, house; family_house is deprecated); room (room); building (mix_use_building, office_building, apartment_building); investment (restaurant, other_commercial, warehouse, office, industrial, werkstatt, hotel, retail); plot (rural_plot, urban_plot; plot is deprecated); other (garage, other, parking). Not every type is available in every country."Input schema / properties / condition / descriptionPrevious value: -"Property condition, as returned by the GET /api/v1/references/conditions endpoint."New value: +"Property condition: used, ruin, very-good, new or other."Input schema / properties / location_boundary / properties / circle / properties / distance / defaultAdded value: +5Input schema / properties / location_boundary / properties / circle / properties / distance / descriptionPrevious value: -"Maximum distance in kilometers from the requested `target_point` to the properties. Default value: 5."New value: +"Circle radius in kilometres (not metres) from `target_point`: 0.05 to 50, default 5."Input schema / properties / with_agencies / descriptionPrevious value: -"Return properties from specified agencies, companies or sources. To find allowed agency names use the GET /api/v1/references/agencies endpoint."New value: +"Only listings from these agencies, companies or sources, as free-text names. No list of names is available over MCP; an unknown name matches nothing."Input schema / properties / without_agencies / descriptionPrevious value: -"Exclude properties from specified agencies, companies or sources. To find allowed agency names use the GET /api/v1/references/agencies endpoint."New value: +"Exclude listings from these agencies, companies or sources, as free-text names. No list of names is available over MCP."Agency and agent analysis, verified businesses only. Sign up at platform.casafari.com.
Place names to Casafari location ids, free. Sign up at platform.casafari.com.
Property price trends and market stats by area. Sign up free at platform.casafari.com.
Property listings in Portugal: search, market stats, comparables, neighbourhoods.
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