> ## Documentation Index > Fetch the complete documentation index at: https://help.realyse.com/llms.txt > Use this file to discover all available pages before exploring further. # Data coverage > Core datasets and filters that REalyse MCP does not expose, or exposes with fewer options than the Core platform. REalyse MCP uses the same underlying data as REalyse Core, but it does not expose every dataset, map layer or filter. This page is the list to check when a question works in Core and the assistant cannot answer it the same way. `generate_data_report` answers broad questions through a separate analytical service. A report is not a substitute for a dataset that is missing from the tools below. Pulse is a separate product and is not covered here. ## Summary | Core dataset | In MCP | Notes | | - | - | - | | Comparables (sold, asking, asking rent) | Partial | Listings are available. Many specialist filters are not. | | Markets (time series) | Partial | Sales, rents, transactions and student rents are available. Some categories and toggles are not. | | Planning applications | Partial | Search and pipeline statistics are available. Some filters are not. | | Construction pipeline | No | Units in construction by construction stage. MCP has no construction-stage breakdown. | | Land and ownership (HM Land Registry titles) | Partial | Titles, ownership, and HMO, brownfield and green belt flags are available. Tenure, ownership type, area, lease length and use class filters are not. | | Land transactions (HMLR price paid, other) | Yes | Area search and history for a title. | | HMLR official documents | No | Buying and downloading the official title register or title plan. | | Valuation requests | No | Requesting a valuation, and the allowance that goes with it. | | Demographics | Partial | Five indicators. The Core menu has further indicators listed below. | | Crime | Yes | Monthly counts by category and sub-category. | | Broadband speed | No | Shown under Demographics in Core. | | Points of interest | Yes | Education, transport, eating and drinking, supermarkets, health. | | EPC certificates | Yes | Search by area. In Core, EPC rating is also a comparables filter, which MCP does not offer. | | Policy rates | Yes | Local Housing Allowance (BRMA/LHA), London Living Rent and Community Infrastructure Levy. | | Policy and constraint map layers | No | Flood zones, conservation areas, listed buildings and the other layers listed below. | | Local Development Plan sites | No | Adopted and emerging allocations. | | SHLAA sites | No | Strategic Housing Land Availability Assessment sites. | | Brownfield register | Partial | MCP can flag titles that sit on brownfield land. The register layer itself is not a dataset. | | Agent comparison | No | Which agents list or sell in an area. | | Title boundary map | Yes | A satellite image of one title boundary. | | Dataset update dates | Yes | How recent each dataset is. | ## Not available ### Demographic indicators `get_demographics_summary` returns total population, unemployment, household tenure, rental affordability and income by age. These Core indicators are not available through MCP: | Indicator | In Core under | | - | - | | Population by age | Population | | Median age | Population | | Population density | Population | | Dwellings | Population | | Religion | Population | | Ethnicity | Population | | Rents vs sales (share of rental listings) | Socioeconomics | | Population education (qualification levels) | Socioeconomics | | Economic activity | Socioeconomics | | Distance travelled to workplace | Socioeconomics | | Industry people work in | Socioeconomics | | Mortgage affordability | Socioeconomics | | Accommodation type | Housing | | Second home status | Housing | | Homelessness | Deprivation | | Social housing waitlist | Deprivation | Core can show these as hexagon maps. MCP returns tables and time series, plus one satellite image for a title boundary. It does not draw hexagon or choropleth maps. Broadband speed for an area, including the national benchmark, sits under Demographics in Core and is not in MCP. ### Policy and constraint layers Core's Policies panel includes rate lookups and map layers. MCP covers the three rate datasets: Local Housing Allowance (BRMA/LHA), London Living Rent and Community Infrastructure Levy. These layers can be drawn and searched in Core, and are not in MCP: * Flood zones and flood defences * Green belt as a map layer (MCP can still flag whether a title is in the green belt) * Areas of Outstanding Natural Beauty * Special Areas of Conservation * Nitrate sensitive areas * Conservation areas * Listed buildings, heritage at risk, scheduled monuments, world heritage sites, registered battlefields, and registered parks and gardens * Article 4 directions * Brownfield register as a map layer (MCP can still flag whether a title is on brownfield land) * SHLAA sites * Local Development Plan sites, adopted and emerging: residential, employment, mixed use, community facilities and settlement boundaries ### Construction pipeline Core's planning charts split units by planning stage and units in construction by construction stage. `get_planning_pipeline_stats` covers planning stages. It has no construction-stage breakdown. ### HM Land Registry documents and valuations MCP returns title data and ownership. It cannot check, buy or download official copies of the register or the title plan. Requesting a site valuation, and the allowance Core uses for those requests, is not available. ### Agent comparison, Scout and Overview Agent comparison (which estate and letting agents are active in an area) is not available. Scout, the AI property search inside Core, and Overview, the generated area summary, are not available. `generate_data_report` is a different tool, so an answer from your assistant will not match a Scout conversation in Core. ## Fewer options than Core These datasets exist in MCP. Filters and series that Core offers are missing, so a question that depends on one of them comes back unfiltered, or with a note that the filter is unavailable. ### Comparables `search_comparables` filters on listing type (sold price, asking price, asking rent), bedrooms, property type, price range and whether to include duplicate listings. Core filters with no MCP equivalent: * Build to rent only, on asking rents * Student accommodation and purpose-built student accommodation * HMO rentals * Let agreed, on asking rents * Sold subject to contract, on asking prices * Shared ownership, on asking and sold prices * New build versus secondary stock * Property features such as garden, parking, balcony, lift or retirement * Size in square feet, and price per square foot * EPC rating * A price distribution histogram ### Market trends `get_market_indicators` covers sales, rents, transactions and student rents, with bedroom, property type, build type and build-to-rent filters. Missing compared with Core: * The "Other" property category for sales and transactions * A shared-ownership toggle on sales and transactions * A purpose-built student accommodation toggle * Hexagon maps of any indicator ### Planning `search_planning_applications` and `get_planning_pipeline_stats` filter on build-to-rent, unit count, planning stage, project status, primary sector, primary category, contractor and keywords. Core filters with no MCP equivalent: * Development type (new build, refurbishment, extension and combinations) * Stage group and contract stage * Overlap with brownfield land or the green belt * Planning alerts (saved searches with notifications) ### Land and ownership `search_land_parcels` filters on HMO, brownfield, green belt, proprietor names and UPRN. `get_land_ownership` adds Companies House detail for one title at a time. Core filters with no MCP equivalent: * Tenure (freehold, leasehold, unknown) * Ownership type (business, private, council, local authority, mixed, non-profit, housing association) * Site area * Lease length * Planning use classes * Density * A company lookup that finds the right proprietor or contractor from a list (MCP accepts a name, and has no search to pick the company) ## Core features that are not datasets These are part of the Core web app, and are outside MCP: alerts, Word, PDF, CSV and Excel exports, dashboard templates, projects and site cards, boards, and the measure tools on the map. This documentation is built and hosted on [Mintlify](https://mintlify.com), a developer documentation platform.