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ai-engineers-guild

Apartment Hunter MCP Server

download_apartment_photos

Downloads apartment photos from a source ID and saves them locally. The AI agent inspects the images using the returned file paths.

Instructions

Download apartment photos locally so the AI agent can inspect them.

Returns the absolute paths of the downloaded images. You (the AI) can then use your view_file tool on these paths to visually analyze the apartment.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
source_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

Without annotations, the description fully describes the behavior: downloads photos, returns absolute paths, and implies the photos are saved locally. It doesn't cover permissions or error handling, but the core action is transparent.

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 sentences, front-loaded with the action, no wasted words. The description is concise and well-structured.

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?

With an output schema present (though unknown), the description covers return values adequately. However, it lacks parameter explanations and does not address edge cases like missing photos or errors, making it incomplete for a simple tool.

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

Parameters1/5

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

The input schema has 0% coverage and the description does not mention any parameters. The agent receives no guidance on what source_id or limit mean, leaving them to guess.

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 explicitly states the tool downloads apartment photos locally and returns absolute paths for inspection. It clearly distinguishes from sibling tools like search or analysis because it's about downloading for visual inspection.

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 tells when to use the tool (when the AI needs to inspect photos) and instructs the next step (use view_file on the returned paths). It doesn't explicitly state when not to use, but the context is clear.

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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