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ai-engineers-guild

Apartment Hunter MCP Server

search_apartments

Find apartments matching your criteria with filters for price, rooms, area, and district. Get precise results without free-text ambiguity.

Instructions

Search apartments by structured filters.

Returns a list of apartments matching the given criteria. Use this for precise filtering by price, rooms, area, district, etc. For free-text queries like 'cozy apartment near park', use semantic_search instead.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cityNo
roomsNo
area_maxNo
area_minNo
districtNo
min_scoreNo
price_maxNo
price_minNo
owner_onlyNo

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 must fully convey behavioral traits. It mentions 'structured filters' and returns a list, but lacks details on pagination, ordering, error handling, or required permissions. It is adequate 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?

Three sentences that are front-loaded and efficient: purpose, then return type, then usage guidance. No wasted words.

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?

Given the complexity (9 optional parameters) and presence of an output schema, the description is incomplete. It does not explain default behaviors, parameter interactions, or constraints. Could be more detailed while remaining concise.

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?

The input schema has 0% coverage (no parameter descriptions). The description compensates by listing example filters (price, rooms, area, district), but not all 9 parameters are covered, and no format or constraints are given. Adds some value but not fully compensatory.

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 searches apartments by structured filters and distinguishes it from semantic_search. It uses a specific verb ('Search') and resource ('apartments'), and explicitly contrasts with a sibling tool.

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

Usage Guidelines5/5

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

Provides explicit guidance on when to use this tool (precise filtering by price, rooms, etc.) and when to use an alternative ('use semantic_search instead'). This is exemplary usage guidance.

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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