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ai-engineers-guild

Apartment Hunter MCP Server

compare_apartments

Compare up to 5 apartments side by side using their source IDs to evaluate key characteristics and make informed rental decisions.

Instructions

Compare 2-5 apartments side by side.

Provide a list of source_ids to compare their key characteristics.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
source_idsYes

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 the burden. It mentions comparing key characteristics but does not specify what those characteristics are, nor any behavioral details like read-only nature or side effects. Adequate but could be more explicit.

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 two sentences, no fluff, and front-loads the primary purpose. Every word earns its place.

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?

With an output schema present, the description need not detail return values. It covers the core action and constraint (2-5 apartments). Minor gap: no indication of error handling for invalid numbers of source_ids.

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

Parameters3/5

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

Schema coverage is 0%, so the description adds value by referring to 'source_ids' and explaining they are lists to compare. However, it does not provide format or origin details, missing an opportunity to fully compensate for the schema lacking descriptions.

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 compares apartments side by side, with a specific number range (2-5), distinguishing it from sibling tools like 'analyze_apartment' or 'get_apartment_details' which focus on single apartments.

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

Usage Guidelines4/5

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

The description instructs to provide a list of source_ids, making the when-to-use clear (comparing multiple apartments). However, it does not explicitly mention when not to use it or compare with alternatives, but the context is sufficient.

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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