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Glama
Tianning-lab

Property Comparable Sales MCP Server

by Tianning-lab
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Remote

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_property_compsA

Search for comparable property sales near a location.

Covers 16 markets: UK, France, Singapore, NYC, Chicago, Dubai, Miami,
Philadelphia, Connecticut, Ireland, Taiwan, Washington DC, Seattle, Phoenix, Denver, Pittsburgh.
Returns recent sales with price, date, address, property type, and area statistics.

Args:
    location: Postcode, ZIP code, or area name. Examples: SW1A1AA (UK), 10001 (NYC), 75001 (Paris), Dubai Marina, 310093 (Singapore)
    market: Market code (optional, auto-detected from location). One of: uk, fr, sg, nyc, chi, dxb, mia, phl, ct, ie, tw, dc, sea, phx, den, pit
    months: Look-back period in months (default: 12)
    radius: Search radius in miles (UK/US) or km (others). Default: 1.0
    property_type: Filter by type. UK: D/S/T/F. NYC: Condo/1-Family. SG: 3 ROOM/4 ROOM/5 ROOM. Optional.
    limit: Max results (default: 10)
get_area_statsB

Get price statistics for a property market area.

Returns median, average, min, max prices with breakdown by property type.
Covers all 16 markets.

Args:
    location: Postcode, ZIP code, or area name
    market: Market code (optional, auto-detected)
    months: Look-back period in months (default: 12)
list_marketsA

List all 11 available property markets with transaction counts and location examples.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A4/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a clearly distinct purpose with no overlap: get_area_stats provides aggregated market statistics, list_markets enumerates available markets, and search_property_comps finds specific comparable sales. An agent can easily distinguish between these three functions without confusion.

Naming Consistency5/5

All three tools follow a consistent verb_noun naming pattern (get_area_stats, list_markets, search_property_comps) with clear, descriptive names. The naming convention is uniform throughout the toolset.

Tool Count4/5

Three tools is appropriate for a property comparable sales server, covering core functionality: market overview, statistics, and detailed searches. While slightly minimal, each tool earns its place without feeling thin for the domain.

Completeness4/5

The toolset covers essential operations for property sales analysis: listing markets, getting area statistics, and searching comps. Minor gaps might include more granular filtering or historical trend analysis, but agents can work effectively with the provided tools.

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources