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Microburbs Australian Property Data

suburbs_development_applications

Recent development applications (up to 100, newest first) with category counts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
suburb_nameYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataNoThe endpoint's payload, or `null` when Microburbs has no value.
reasonNoMachine-readable slug naming the no-data condition (e.g. `no_avm_for_GANSW704074813`). Stable per endpoint. Omitted on success.
messageNoHuman-readable explanation. Omitted on success.
availableNo`false` on no-data responses. Omitted on success — branch on `data !== null` if you want a single discriminator.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

With no annotations provided, the description carries the full burden. It discloses the limit of 100 results and the newest-first ordering, which is useful behavioral information. However, it does not mention what 'category counts' means, how failures are handled (e.g., unknown suburb), or any rate limits or additional response characteristics. It adds some transparency but not comprehensive.

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, concise sentence that front-loads the key facts: recent applications, the 100 cap, the ordering, and the category counts. There is no wasted text, and it is immediately understandable.

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

Completeness3/5

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

For a simple tool with one parameter and an output schema (indicated as present), the description covers the essential behavior but omits nuances like any prerequisites (e.g., valid suburb names), pagination (though cap is given), or what the category counts represent. It is adequate but not thorough, especially given the large sibling set where more context could help differentiate.

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?

The schema has a single required parameter 'suburb_name' with only a type string and no description. The tool description does not add any meaning beyond that—no format examples, case sensitivity, or allowed values. Since the schema description coverage is 0%, the description should compensate, but it does not. The parameter is self-explanatory from its name, but the description adds no value.

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 clearly states the tool retrieves recent development applications with a specific limit (up to 100), ordering (newest first), and includes category counts. It names the resource and the verb implicitly, and the scope (suburb-level) is evident from the parameter. It distinguishes itself from sibling tools like suburbs_development_da_list by specifying the capped, sorted nature.

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?

No guidance is provided on when to use this tool versus alternatives such as suburbs_development_da_count or suburbs_development_da_list. There is no mention of scenarios where this is the preferred choice, nor any exclusions or conditions. The description does not help an agent choose among the many development-related siblings.

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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