PropertyData MCP for AI. Instant UK Real Estate Intelligence, Right in Your Chat.
Works with every AI agent you already use
…and any MCP-compatible client








How this MCP server connects to your AI agent
PropertyData connects professional UK real estate insights directly to your agent. It lets you query live market prices, historical growth rates, and detailed building information using just a postcode or UPRN.
Get immediate valuations, check local planning risks, calculate rebuild costs, and analyze everything from population density to current rental yields.
What AI agents can do with PropertyData Automation
Account credits
Checks your current balance of API credits used and remaining.
Account documents
Provides a summary of previous document purchases made through the platform.
Address match uprn
Takes a street address and returns the corresponding unique UPRN identifier for that location.
Match an address to its unique UPRN, find the title number associated with a plot, or locate all properties within a given postcode area.
Generate instant sale valuations for any property, calculate historical values from past dates, estimate local rental yields, or determine approximate rebuild costs.
Retrieve live asking prices, sold prices, price-per-square-foot data, and analyze capital growth rates over the last seven years in a given area.
Verify if a postcode falls within a national park, green belt, or conservation area, and check for flood risk from rivers or the sea.
Access local population data, analyze housing density, view potential planning use classes, or review recent local planning applications.
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What AI agents can do with PropertyData MCP: 45 Tools at Your Fingertips
These tools allow you to perform specific real estate actions, from matching addresses to UPRNs to calculating mortgage rates or checking local planning applications.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using PropertyData on VinkiusAccount Credits
Checks your current balance of API credits used and remaining.
Account Documents
Provides a summary of previous document purchases made through the platform.
Address Match Uprn
Takes a street address and returns the corresponding unique UPRN identifier for that...
Agents
Provides data on local estate agent market share in a specific area.
Analyse Buildings
Analyzes the physical characteristics and details of buildings located within a...
Aonb
Checks whether a given postcode location falls inside an Area of Outstanding Natural Beauty.
Area Type
Determines the general type of area, such as classifying it as rural or urban.
Build Cost
Calculates an estimate for the total cost required to construct a new building.
Conservation Area
Verifies if a given postcode is located within a legally protected conservation area.
Council Tax
Retrieves the average council tax bill amount for an entire local region.
Crime
Provides aggregated analytics data related to local crime rates and trends.
Demand
Determines the current local market demand for property sales in an area.
Demand Rent
Calculates the local market demand and need for rental properties.
Demographics
Retrieves detailed information about the population characteristics of a specific...
Development Calculator
Calculates potential profit margins and feasibility for a proposed development...
Development Gdv
Estimates the total gross development value achievable on a specific plot of land.
Energy Efficiency
Finds the Energy Performance Certificate (EPC) rating for a property using its...
Flood Risk
Assesses the risk of flooding stemming from nearby rivers or the sea.
Floor Areas
Provides known internal floor areas data for a complete UK postcode area.
Freeholds
Lists local freehold titles along with high-level ownership information.
George
Functions as an AI-powered research assistant for property data queries.
Green Belt
Checks if a specified postcode falls within the designated green belt area.
Growth
Calculates the cumulative capital growth percentage over the past seven years for an...
Growth Psf
Determines the average capital growth per square foot over a seven-year period.
Household Income
Retrieves the average household income figures for any given area.
Internet Speed
Provides an estimate of internet speeds available at a specific postcode.
Land Registry Documents
Allows the purchase of official Land Registry documents for property verification.
Lha Rate
Calculates the Local Housing Allowance (LHA) rate based on a postcode and property...
Listed Buildings
Identifies local buildings that have been given protected status by law.
Mortgage Calculator
Calculates the estimated monthly payment required for a mortgage based on loan details.
Mortgage Rates
Provides current average market interest rates for mortgages in an area.
National Data
Accesses broad national property market data and key economic indicators across the...
National Hmo Register
Searches the official national register of Houses in Multiple Occupation (HMOs).
National Park
Checks if a given postcode is located within a designated National Park.
Planning Applications
Retrieves details on recent and pending local planning applications for an area.
Politics
Provides constituency information and records of recent election results.
Population
Gives data on the total population, household count, and density for a region.
Postcode Key Stats
Retrieves various statistical metrics for all postcode districts within a designated...
Prices
Gives the current average asking price for properties listed in a local area.
Prices Per Sqf
Calculates and reports the live local asking price per square foot (£/sqft).
Property Types
Shows the Office for National Statistics (ONS) breakdown of property stock by type...
Ptal
Calculates the Property Type Assessment Layer (PTAL) score, which is specific to Greater London.
Rebuild Cost
Estimates the approximate financial cost required to rebuild a house from scratch.
Rents
Provides the current average asking rent for long-let residential properties in an...
Rents Commercial
Retrieves quoted rental rates specifically for commercial properties.
Rents Hmo
Provides the current average asking rent for Houses in Multiple Occupation (HMOs).
Restaurants
Lists details and locations of nearby restaurants.
Schools
Maps and lists local educational facilities near a given location.
Site Plan Documents
Allows the purchase of detailed A4 scale site plan drawings for a plot.
Sold Prices
Retrieves records of actual local property sold prices, not just asking prices.
Sold Prices Per Sqf
Provides the average price per square foot (£/sqft) based on recently sold...
Sourced Properties
Presents information about properties that have been collected from a specific...
Sourced Property
Gives comprehensive details relating to one specific property pulled from a sourcing...
Stamp Duty Calculator
Calculates the Stamp Duty Land Tax (SDLT) payable when completing a property transaction.
Tenure Types
Shows the ONS breakdown of local property stock by tenure type (e.g., freehold vs leasehold).
Title
Gathers address, type, and ownership information using a specific title number.
Title Use Class
Predicts the most likely planning use class for a property based on its location.
Titles By Company
Allows searching of land titles when ownership is held by a specific company.
Uprn
Retrieves all official property information associated with a unique UPRN identifier.
Uprn Title
Looks up the corresponding title number when you know the property's UPRN.
Uprns
Finds all possible UPRNs within a defined postcode area boundary.
Valuation Commercial Rent
Performs a rental valuation specifically for commercial real estate properties.
Valuation Commercial Sale
Calculates the sale value estimate for commercial property types.
Valuation Historical
Estimates what a property's value was on any specific date in the past.
Valuation Hmo
Provides both sale and gross rental valuations for Houses in Multiple Occupation...
Valuation Rent
Generates a general rental valuation for standard residential properties.
Valuation Sale
Determines the current market sale value estimate for a property.
Yields
Calculates and reports the expected local rental yields for an investment.
Security and governance baked right in.
Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.
Choose How to Get Started
Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
- Import from OpenAPI, Swagger, or YAML specs
- Create Agent Skills with progressive disclosure
- Deploy to edge with MCPFusion framework
- Built in DLP, auth, and compliance on every call
- Real time usage dashboard and cost metering
- Publish to catalog or keep private
Make Your AI Do More
Start with PropertyData, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,100+ others, all in one place
- Add new capabilities to your AI anytime you want
- Every connection is secured and compliant automatically
- Track usage and costs across all your servers
- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by PropertyData. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Sandboxed per request
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Policy on every call
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Built on the Model Context Protocol (MCP) for Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This connection provides 68 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
The Data Crunching Nightmare of Property Research, Solved with Vinkius AI Gateway
Right now, getting a full picture of a property means juggling dozens of tabs: checking local authority planning portals for applications, cross-referencing sold prices from multiple sources, running separate reports on population trends, and manually calculating development costs. It's hours of copy-pasting, searching through PDF manuals, and waiting for different datasets to align.
With this MCP, your agent handles the entire process in a single chat session. You ask about an area, and it pulls together everything: sold prices (`sold_prices`), local demographics (`population`), potential planning issues (`planning_applications`), and even estimates the required rebuild cost using `rebuild_cost`. It delivers a complete research packet instantly.
PropertyData MCP Gives You Instant, Actionable Valuation
The biggest time-sinks disappear. You no longer have to wait for a human appraiser's report or manually calculate the Stamp Duty Land Tax (SDLT) using an external calculator. The system gives you instant estimates for both current sale value (`valuation_sale`) and future rental yields (`yields`).
It shifts your role from data collector to decision maker. You stop spending time gathering scattered metrics and start focusing on strategy, armed with precise figures about the market's true potential.
What your AI can actually do with this
Access professional-grade UK real estate data through this MCP. Instead of sifting through dozens of market reports, you can query live market prices, historical trends, and detailed building intelligence instantly. Whether you're evaluating a development plot or just checking neighborhood value, your agent handles the heavy lifting using precise location identifiers like UPRNs.
You can check local planning applications, estimate how much it costs to rebuild a structure, or find out if an area is in a conservation zone. When you connect this tool via Vinkius, your AI client gets immediate access to thousands of structured data points—from average council tax bills to population demographics—putting massive market research power right into your workflow.
019ea63a-05fb-7344-a580-4bd15909d8ce Here's how it actually works
The bottom line is that you get accurate, verifiable UK property market data without ever leaving your chat interface.
First, subscribe to this MCP within Vinkius and enter your PropertyData API key.
Next, tell your AI client what you need—for example, 'What is the rebuild cost for a plot in postcode AB1?'
The system runs the query against the data layers and sends back structured results like current valuations, required planning checks, or historical growth metrics.
Who is this actually for?
This MCP is essential for anyone who makes money off location: real estate investors needing to vet a potential deal, developers sizing up a plot, or valuation professionals preparing reports. It replaces weeks of manual data gathering with instant answers.
Uses this MCP to quickly evaluate the local demand and growth metrics before committing capital to any property.
Analyzes building plots, checks planning constraints (like conservation areas), and estimates rebuild costs to determine development viability.
Generates instant sale valuations or historical property value reports for clients by referencing UPRNs and postcodes.
What Changes When You Connect
Stop guessing property value. Get instant, data-backed valuations using the valuation_sale or valuation_historical tools to determine a house's worth today or years ago.
Minimize due diligence time. Use address_match_uprn and uprns first to nail down the exact location identifiers needed for every other analysis, guaranteeing accuracy.
Analyze local risks before buying. Check if a site is in a National Park using the national_park tool, or verify zoning with conservation_area and green_belt checks.
Deep dive into investment viability. Combine data from growth, demand, and household_income to build a strong case for any potential deal.
Manage your budget easily. Calculate required taxes using the stamp_duty_calculator or estimate monthly costs with the mortgage_calculator before making an offer.
See it in action
Vetting a Development Plot
A developer needs to know if a plot in Manchester is feasible. They ask their agent to run checks: first, address_match_uprn for the exact location; second, rebuild_cost to see potential spending; and finally, planning_applications to ensure no immediate restrictions exist.
Comparing Rental Yields
An investor wants to know if a Victorian terraced house is worth buying. They prompt their agent for the local long-let asking rents using rents, then use yields and valuation_rent together to determine profitability.
Understanding Local Market Shifts
A financial analyst needs to write a report on post-pandemic growth. They ask their agent for the 7-year capital growth using growth, compare it to local population trends via population, and check current market demand with the demand tool.
Verifying Property Details
A lawyer needs official proof of ownership. They use uprn to get the property's unique ID, then run a search using land_registry_documents and title to pull the formal title number.
The honest tradeoffs
Only checking one metric
A user only checks the current average asking prices (prices) for an area, assuming that dictates value.
Don't rely on just one number. Always cross-reference prices with sold data using sold_prices, and then check the local growth rate using growth to get a full picture.
Ignoring zoning rules
A developer plans to build without checking if the site is protected or unsuitable for construction.
Before planning anything, run checks for environmental restrictions: use conservation_area, green_belt, and national_park first. This prevents wasted effort.
Using vague addresses
Simply giving the agent a street name without enough detail or an official identifier.
Always start by using address_match_uprn. It forces the system to convert that address into the precise, machine-readable UPRN needed for accurate data retrieval.
When It Fits, When It Doesn't
Use this MCP if your problem requires structured, verifiable UK property data—anything from a simple valuation to complex development planning. You need specific identifiers like UPRNs or postcodes to function. Don't use it if you just need general market advice; for that, an economic report might suffice. If your goal is only to estimate how much tax you'll pay on a sale, the stamp_duty_calculator tool handles that alone. However, if you need to know why the price is what it is—by checking local demographics (demographics) or building limitations (analyse_buildings)—then this MCP is necessary.
Questions you might have
Can PropertyData MCP tell me if a property is protected? +
Yes. You can check for protected status using the conservation_area tool to see if the postcode falls in a legally protected zone, or use listed_buildings to identify specific historical sites.
How do I find the correct UPRN for my address? +
Use the address_match_uprn tool. It takes a common street address and converts it into the unique, definitive UPRN identifier needed for all other property data calls.
Does PropertyData MCP cover commercial valuations? +
It does. You can get specific valuation estimates for commercial properties using valuation_commercial_sale or calculate rental values with the valuation_commercial_rent tool.
What kind of historical data is available via PropertyData MCP? +
You can retrieve both general capital growth history using growth, and specific property values from the past by running a query through valuation_historical for an exact date.
Can I check flood risk with this MCP? +
Yes. The flood_risk tool assesses the probability of flooding at a given location, which is crucial data when developing or buying land near water sources.
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