MCP Server

UK Property Data for AI Assistants

Connect Claude, GPT, and other LLMs to comprehensive UK property research tools. Build automated valuations, analyse areas, and search 30M+ properties.

View on GitHub MCP Registry

What is MCP?

The Model Context Protocol (MCP) is an open standard that lets AI assistants securely connect to external data sources. Our MCP server gives AI models direct access to Propbar's UK property database - enabling real-time property research, valuations, and area analysis.

Quick Setup

Easiest

Claude Code

Run this command in your terminal:

claude mcp add propbar --transport http https://mcp.propbar.co.uk

Claude Desktop

Settings → Connectors → Add:

https://mcp.propbar.co.uk

ChatGPT

Settings → Apps → Developer Mode:

https://mcp.propbar.co.uk

Pro, Plus, Business, or Enterprise required

Manual config file setup

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "propbar": {
      "url": "https://mcp.propbar.co.uk"
    }
  }
}

Mac: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json

Available Tools

9 Powerful Research Tools

Search Areas

search_areas

Search UK areas by name or postcode to get area codes for other tools.

Search Properties

search_properties

Search UK properties by address to get property IDs.

Area Details

get_area_details

Get coordinates and area codes for any UK location.

Crime Statistics

get_crime_stats

UK Police crime data with safety ratings. Accepts area code or coordinates.

Schools

get_schools

Find nearby schools with Ofsted ratings and distance calculations.

Demographics

get_demographics

UK Census 2021 data - age, ethnicity, tenure, household composition.

Property Basic

get_property_basic

Basic property details including address, type, and key attributes.

Property Full

get_property_full

Complete property data with full sale history and market intelligence.

Comparables

get_comparables

Find comparable properties for valuation with 50+ filterable fields.

Use Case

Build Your Own AVM

The get_comparables tool provides access to 50+ filterable fields - perfect for building automated valuation models:

Transaction data: Sale history with dates and amounts
Market status: For sale, SSTC, under offer, back on market
Property attributes: Type, beds, baths, floor area, construction age
EPC data: Energy ratings (A-G), efficiency scores
Tenure & charges: Lease years, service charges, ground rent
Pricing metrics: Price per sqm, price per sqft, price changes

// Example: Get comparables for valuation

get_comparables({
  coordinates: {
    latitude: 51.5074,
    longitude: -0.1278
  },
  propertyType: "flat",
  bedrooms: 2,
  radiusKm: 1,
  transactionType: "sale"
})

// Returns: Recent sales, SSTC,
// current listings with prices,
// floor areas, EPC ratings...

56 Searchable Fields

Query properties by any combination of attributes - from basic details to market intelligence.

Property Attributes

build.propertyType
roomDetails.beds
roomDetails.baths
build.totalFloorArea
tenure.type

Pricing & Sales

pricing.currentSale
saleHistory.date
saleHistory.amount
marketStatus.pricePerSqm

Market Status

marketStatus.forSale
marketStatus.sstcDate
marketStatus.lastOTM
marketStatus.backOTM

EPC & Energy

epc.currentRating
epc.potentialRating
epc.currentEfficiency

Leasehold

leaseYearsRemaining
charges.serviceCharge
charges.groundRent

Listings

listings.publishedDate
listings.removedDate
listings.priceChange