Skip to main content
Glama
srnux

proptech-inquiry

by srnux

Search listings

search_listings
Read-only

Find property listings matching hard criteria like city, rent or sale, max price, rooms, area, features, and move-in date. Returns price-ascending summaries for stated requirements.

Instructions

Find listings by hard criteria (city, rent or sale, price ceiling, rooms, area, features, move-in date). Use this when the inquirer states requirements. Returns summaries sorted by price, cheapest first. Do not use it to answer questions about a specific listing's details; call get_listing for that.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cityNoCity name, e.g. Hamburg, Berlin, München, Köln
limitNo
hasPetNoTrue if the inquirer has a pet. 'on-request' listings are kept; never promise them.
featuresNoAll must match, e.g. balcony, lift, garden, accessible
maxPriceNoEUR per month for rent, EUR total for sale
minRoomsNo
offerTypeNo
minAreaSqmNo
availableByNoLatest acceptable move-in date, YYYY-MM-DD
propertyTypeNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A4.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered. The description adds return behavior not present in structured data: results are summaries sorted by price, cheapest first. It does not address pagination or how the limit truncates results, so it stops short of full transparency.

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 tight sentences with zero filler. The filter criteria and the primary usage condition are front-loaded, and the exclusion/alternative follows immediately after.

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?

For a read-only search tool with no output schema, the description supplies the return shape (summaries sorted by price) and the routing rule to get_listing. It omits the limit/default page size and never mentions propertyType, which is a minor but real gap.

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

Parameters4/5

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

Schema coverage is 50%, so several parameters (offerType, minRooms, minAreaSqm, propertyType, limit) lack schema descriptions. The description compensates by naming rent-or-sale, price ceiling, rooms, area and move-in date as filter criteria, covering most undocumented params, though propertyType and limit remain unmentioned anywhere.

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 opens with a specific verb+resource ("Find listings") and enumerates the hard criteria it filters on, so the agent knows exactly what the tool retrieves. It also explicitly contrasts itself with get_listing, making it distinguishable from its sibling without opening either schema.

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?

It states the triggering condition ("Use this when the inquirer states requirements") and an explicit exclusion with the correct alternative ("Do not use it to answer questions about a specific listing's details; call get_listing for that"). Both when-to-use and when-not-to-use are covered.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Deploy Server

Other Tools