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NerdSnipe-Inc

Lofty MCP Server

Official

getPublishedListings

Retrieve published property listings for a specific site, with options to paginate results for efficient data access.

Instructions

Get published listings for a site, with optional pagination.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
siteIdNoSite ID to filter listings by
pageNoPage number for pagination
pageSizeNoNumber of results per page
Behavior3/5

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

With no annotations, the description carries the full burden. It discloses the core behavior (fetching published listings with pagination) but omits details like authentication requirements, rate limits, or what happens with invalid parameters.

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, well-structured sentence. It front-loads the primary action and resource, then adds the optional pagination detail. No unnecessary words.

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 absence of an output schema and annotations, the description is reasonably complete for a read operation. It covers what the tool does, its main filter (siteId), and pagination support, though it could mention default pagination or return format.

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 description coverage is 100%, so the schema already documents each parameter. The description adds only high-level context ('site', 'pagination') but no additional meaning beyond the schema.

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 retrieves published listings for a specific site, with optional pagination. The verb 'Get' and resource 'published listings' are specific, and the scope is defined by site, distinguishing it from siblings like getListingsByAgent or searchListingsV2.

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 retrieving published listings by site, but does not explicitly state when to use or when to avoid. No alternatives are mentioned, leaving the agent to infer context from sibling names.

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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