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Microburbs Australian Property Data

Suburb · Mortgage stress

suburbs_market_mortgage_stress
Read-onlyIdempotent

Mortgage-stress score (0-100) for the suburb, with per-mesh-block breakdown.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
suburb_nameYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -{
      -  "properties": {
      -    "available": {
      -      "anyOf": [
      -        {
      -          "type": "boolean"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "description": "`false` on no-data responses. Omitted on success — branch on `data !== null` if you want a single discriminator.",
      -      "title": "Available"
      -    },
      -    "data": {
      -      "anyOf": [
      -        {
      -          "additionalProperties": true,
      -          "description": "Suburb mortgage-stress score with per-mesh-block breakdown.",
      -          "example": {
      -            "area_level": "suburb",
      -            "area_name": "Belmont North",
      -            "mbs": [
      -              {
      -                "mb": "10431160000",
      -                "score": 42
      -              },
      -              {
      -                "mb": "10431170000",
      -                "score": 31
      -              }
      -            ],
      -            "score": 37
      -          },
      -          "properties": {
      -            "area_level": {
      -              "description": "Always 'suburb' for these endpoints.",
      -              "title": "Area Level",
      -              "type": "string"
      -            },
      -            "area_name": {
      -              "description": "Suburb (SAL) name.",
      -              "title": "Area Name",
      -              "type": "string"
      -            },
      -            "mbs": {
      -              "description": "Per-mesh-block scores.",
      -              "items": {
      -                "description": "Mortgage-stress score for one mesh block.",
      -                "properties": {
      -                  "mb": {
      -                    "description": "ABS mesh-block code (MB_CODE21).",
      -                    "title": "Mb",
      -                    "type": "string"
      -                  },
      -                  "score": {
      -                    "anyOf": [
      -                      {
      -                        "type": "number"
      -                      },
      -                      {
      -                        "type": "null"
      -                      }
      -                    ],
      -                    "description": "Stress score, 0-100 (higher = more stress).",
      -                    "title": "Score"
      -                  }
      -                },
      -                "required": [
      -                  "mb"
      -                ],
      -                "title": "MortgageStressMb",
      -                "type": "object"
      -              },
      -              "title": "Mbs",
      -              "type": "array"
      -            },
      -            "score": {
      -              "anyOf": [
      -                {
      -                  "type": "number"
      -                },
      -                {
      -                  "type": "null"
      -                }
      -              ],
      -              "description": "Suburb-level stress score, 0-100 (higher = more stress).",
      -              "title": "Score"
      -            }
      -          },
      -          "required": [
      -            "area_name",
      -            "area_level",
      -            "mbs"
      -          ],
      -          "title": "MortgageStress",
      -          "type": "object"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "description": "The endpoint's payload, or `null` when Microburbs has no value."
      -    },
      -    "message": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "description": "Human-readable explanation. Omitted on success.",
      -      "title": "Message"
      -    },
      -    "reason": {
      -      "anyOf": [
      -        {
      -          "type": "string"
      -        },
      -        {
      -          "type": "null"
      -        }
      -      ],
      -      "description": "Machine-readable slug naming the no-data condition (e.g. `no_avm_for_GANSW704074813`). Stable per endpoint. Omitted on success.",
      -      "title": "Reason"
      -    }
      -  },
      -  "title": "ApiResponse[MortgageStress]",
      -  "type": "object",
      -  "x-fastmcp-top-level-schema": "ApiResponse_MortgageStress_"
      -}New value: +null
  2. First observed

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, and non-destructive behavior, so the description does not need to restate that. It adds useful behavioral context by declaring the score range (0-100) and the per-mesh-block granularity, though it does not describe the return shape.

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 a single, front-loaded sentence with no filler. It communicates the core output and granularity efficiently.

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?

For a simple read-only metric tool with one obvious required parameter and safety covered by annotations, this is nearly complete. The main gap is that the per-mesh-block breakdown format is not described, but the description is otherwise sufficient for an agent to invoke the tool.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must compensate, but it only says 'for the suburb,' which adds little beyond the already self-explanatory suburb_name property. It does not describe expected name format, whether names must match suburbs_list, or error handling for invalid inputs.

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 states exactly what is returned: a mortgage-stress score on a 0-100 scale for a suburb, with per-mesh-block breakdown. This is specific and sufficiently distinguishes the tool from siblings like suburbs_market_affordability or suburbs_market_all.

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

Usage Guidelines2/5

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

There is no guidance about when to choose this tool over alternatives, no mention of prerequisites, and no exclusion criteria. The intended use is only implied by the name and description.

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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