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ai-engineers-guild

Apartment Hunter MCP Server

get_new_apartments

Find recently listed apartments from the past N hours, sorted by score. Set the time window to focus on new inventory.

Instructions

Get apartments discovered in the last N hours (default: 24).

Shows the most recent apartments sorted by score.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
since_hoursNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior3/5

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

No annotations are provided, so the description carries full burden. It discloses the time filter and sorting, but omits details like pagination, result limits, or behavior when no new apartments exist. This is adequate but minimal.

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?

Two concise sentences that front-load the key behavior. Every word adds value; no redundancy or filler.

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?

Given the existence of an output schema (which explains return values) and the tool's simplicity (one optional parameter), the description covers the main functionality. Minor gaps like pagination details are acceptable since the output schema likely handles them.

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?

The schema provides only a parameter name and default. The description adds critical meaning by explaining that 'since_hours' is in hours and that the default is 24. With 0% schema description coverage, the description compensates well.

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 it retrieves apartments discovered within a recent time window (default 24 hours), sorted by score. This distinguishes it from sibling tools like 'get_top_apartments' (likely all-time) and 'search_apartments' (query-based).

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

Usage Guidelines3/5

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

The description implies usage for recent discoveries but does not provide explicit when-to-use or when-not-to-use guidance, nor does it name alternative tools. It is clear but lacks exclusions.

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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