Property Comparable Sales MCP Server
Search comparable property sales across 16 global markets with 43M+ government-sourced transactions. Tools: search comps by location, get area statistics and trends, list available markets. Covers UK, France, Singapore, NYC, Chicago, Dubai, and 10 more cities.
README
Property Comps MCP Server
An MCP (Model Context Protocol) server that gives AI agents access to comparable sales data and property transactions across 16 markets in 6 countries. 43M+ records sourced from government open data registries -- not estimates, not listings.
Works with Claude Desktop, Claude Code, and any MCP-compatible AI client.
Built by New Way Capital Advisory | API Docs | Portfolio X-Ray
What It Does
Ask your AI assistant questions like:
- "What are comparable sales near 10001 in NYC?"
- "What's the median property price in Dubai Marina?"
- "Show me recent sales near SW1A1DA in London"
- "Compare Seattle vs Phoenix house prices"
- "What sold near 80202 in Denver last 6 months?"
The server queries official government property registries and returns real transaction data — not estimates.
Markets
| Market | Transactions | Source | Currency | Web App |
|---|---|---|---|---|
| United Kingdom | 31,000,000 | HM Land Registry | GBP | property.nwc-advisory.com |
| France | 8,300,000 | DVF (data.gouv.fr) | EUR | property-fr.nwc-advisory.com |
| Dubai | 1,006,000 | Dubai Land Department | AED | property-dxb.nwc-advisory.com |
| Singapore | 973,000 | Housing & Development Board | SGD | property-sg.nwc-advisory.com |
| Phoenix | 841,000 | Maricopa County Assessor | USD | property-us.nwc-advisory.com |
| Seattle | 803,000 | King County Assessor | USD | property-us.nwc-advisory.com |
| Taiwan | 669,000 | Ministry of Interior | TWD | property-tw.nwc-advisory.com |
| New York City | 505,000 | NYC Dept of Finance | USD | property-nyc.nwc-advisory.com |
| Pittsburgh | 288,000 | Allegheny County | USD | property-us.nwc-advisory.com |
| Miami | 284,000 | Miami-Dade County | USD | property-miami.nwc-advisory.com |
| Connecticut | 282,000 | Office of Policy & Management | USD | property-ct.nwc-advisory.com |
| Chicago | 282,000 | Cook County Assessor | USD | property-chi.nwc-advisory.com |
| Washington DC | 256,000 | OTR CAMA | USD | property-dc.nwc-advisory.com |
| Philadelphia | 240,000 | Office of Property Assessment | USD | property-phl.nwc-advisory.com |
| Ireland | 230,000 | Property Price Register | EUR | property-ie.nwc-advisory.com |
| Denver | 53,000 | Denver County Assessor | USD | property-us.nwc-advisory.com |
Tools
| Tool | Description |
|---|---|
search_property_comps |
Search comparable sales by location and radius. Returns prices, dates, addresses, property types, and statistics. |
get_area_stats |
Get area price statistics: median, average, min, max, broken down by property type. |
list_markets |
List all 16 available markets with transaction counts and examples. |
Installation
pip install mcp httpx
Setup — Claude Desktop
Add to your claude_desktop_config.json:
{
"mcpServers": {
"property-comps": {
"command": "python",
"args": ["path/to/mcp_server.py"]
}
}
}
On macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
On Windows: %APPDATA%\Claude\claude_desktop_config.json
Setup — Claude Code
claude mcp add property-comps python /path/to/mcp_server.py
How It Works
The server auto-detects the market from your location format:
| Input | Detected Market |
|---|---|
SW1A1DA |
UK (postcode pattern) |
10001 |
NYC (ZIP code range) |
75001 |
France (postal code range) |
310093 |
Singapore (6-digit code) |
Dubai Marina |
Dubai (area name) |
20001 |
Washington DC (ZIP range) |
98115 |
Seattle (ZIP range) |
85004 |
Phoenix (ZIP range) |
80202 |
Denver (ZIP range) |
15222 |
Pittsburgh (ZIP range) |
Greenwich |
Connecticut (town name) |
Dublin |
Ireland (county name) |
Taipei |
Taiwan (city name) |
You can also specify the market explicitly: market="uk", market="nyc", etc.
Example
User: "What are recent property sales near 10001 in NYC?"
AI Response:
New York City - 42 comparable sales found near 10001
Statistics: Median: USD 515,000 | Average: USD 892,000 | Range: USD 185,000 - USD 3,200,000
1. USD 515,000 | 2025-12-23 | Condo | 123 W 23rd St, Manhattan
2. USD 1,250,000 | 2025-11-15 | Condo | 45 W 25th St, Manhattan
3. USD 375,000 | 2025-10-30 | 1-Family | 310 E 23rd St, Manhattan
Data source: New York City government property registry
Data
All comparable sales data comes from official government open data registries. Updated monthly. Every result is an actual recorded property transaction — not an estimate, not a listing price. The same government sources that banks and surveyors rely on for valuations.
Also Available on RapidAPI
Don't need MCP? The same comparable sales data is available as a standard REST API on RapidAPI, listed under "Property Comps API" in the Real Estate category.
- RapidAPI Listing: Property Comparable Sales API
- 4 pricing tiers: Free (50 req/mo), Pro ($29), Ultra ($99), Mega ($299)
- No API key needed for MCP — the MCP server connects directly to the backend
API
This MCP server connects to the Property Comps API. The same API powers the RapidAPI listing and all 16 market-specific web apps.
- API Documentation: https://api.nwc-advisory.com/docs
- OpenAPI Spec: https://api.nwc-advisory.com/openapi.json
- RapidAPI Marketplace: Property Comparable Sales API
- All Markets: https://api.nwc-advisory.com/markets
US Markets -- Unified Platform
The 10 US cities are also available through a single unified interface at property-us.nwc-advisory.com -- one login, one search across NYC, Chicago, Miami, Philadelphia, DC, Seattle, Phoenix, Denver, Pittsburgh, and Connecticut.
Other Tools
- Portfolio X-Ray -- Free fund look-through analysis (Morningstar X-Ray alternative)
- Portfolio Consolidation -- Multi-custodian portfolio merging with bilingual PDF reports
- Market Risk API -- 7-signal regime detection with full audit trail
License
MIT
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.