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BACH-AI-Tools

Zillow56 MCP Server

search_mls_search_by_mls

Find real estate listings using MLS ID numbers to access detailed property information through Zillow56 API integration.

Instructions

Search for properties by their MLS ID.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
mlsYesExample value: SR25078433
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It states the tool searches for properties, implying a read-only operation, but doesn't cover aspects like authentication requirements, rate limits, error handling, or the format of results (e.g., whether it returns a list or single property). This leaves significant gaps for an agent to understand how to interact with it effectively.

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, efficient sentence that directly states the tool's purpose without any wasted words. It's front-loaded and easy to parse, making it highly concise and well-structured.

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

Completeness2/5

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

Given the lack of annotations and output schema, the description is incomplete for a search tool. It doesn't explain what the search returns (e.g., property details, a list), potential limitations, or how to handle errors. With one parameter and no behavioral context, it leaves the agent under-informed about the tool's full operation.

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 100% description coverage, with the 'mls' parameter documented as a string with an example. The description adds no additional meaning beyond this, such as explaining what an MLS ID is or its format constraints. Since the schema does the heavy lifting, the baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('Search for properties') and the resource ('by their MLS ID'), making the purpose specific and understandable. However, it doesn't explicitly distinguish this tool from sibling tools like 'search_address_search_for_a_property_by_address' or 'search_coordinates_search_for_properties_by_coordinates', which also search for properties but use different criteria.

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?

The description provides no guidance on when to use this tool versus alternatives. It doesn't mention prerequisites, such as needing a valid MLS ID, or compare it to other search tools in the sibling list, leaving the agent to infer usage from the name alone.

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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