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new.estate

Find similar listings

find_similar_listings
Read-onlyIdempotent

Listings on new.estate similar to the given one (same type and transaction, comparable price, area and location). For a unit in a development, returns the other units of that development.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesListing id from a search result, or the listing page URL.
localeNoLanguage of names, titles, descriptions and listing URLs, e.g. en-US, pl-PL, de-DE.en-US

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
sourceYes
listingsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so the safety profile is covered. The description adds real behavioral content beyond that: the explicit similarity rules and the notable special case that a development unit returns the other units of that development, which an agent could not infer from annotations.

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 tight sentences, zero filler, with the core purpose front-loaded and the edge case (development units) placed second. Every clause carries information.

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, return structure need not be explained, and annotations cover the safety profile. The only minor gap is that result count, ranking or pagination behavior of the similar-listings set is unstated, though this is not essential to invoke the tool correctly.

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%, with the id and locale parameters fully documented in the schema (including accepted formats and enum values). The description adds no syntax or format detail beyond that, so the baseline 3 is correct.

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?

States a specific verb and resource ('listings ... similar to the given one') and then defines the similarity criteria precisely (same type and transaction, comparable price, area and location), which cleanly separates it from get_listing and search_listings without opening either schema. The development special case further sharpens scope.

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?

Usage is implied — you supply a listing id you already have and want comparable alternatives — but the description never states when to prefer this over search_listings or get_listing, nor any exclusions or prerequisites. Adequate but leaves routing to inference.

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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