Agentic House Search

What the data actually says about a neighbourhood

Enter a UK postcode and read what government open data says about crime, prices, schools, transport and more.

Registry

Categories

    By the numbers

    Compiled 2 August 2026

    Coverage by nation

    NationDatasets covering itShare

    Counted from data/registry.json when this page loads, never typed in, so it cannot drift from what the registry holds. Each category opens the catalogue already filtered. Coverage counts datasets whose own coverage statement includes the nation; it is not a claim about resolution.

    Three ways in

    One provider layer underneath all three, so a threshold, a coverage gate or a caveat is written once and every surface agrees.

    The postcode report for SW1A 1AA, Westminster: eleven category tiles with a figure and a band word each. The postcode report for SW1A 1AA, Westminster: eleven category tiles with a figure and a band word each.

    Postcode report

    Type a postcode, read the answer. Eleven categories arrive independently, fetched in your browser, with the source and licence printed against every figure.

    Get the report
    The connect page: copy the MCP URL, paste it into your AI, ask it about a postcode. The connect page: copy the MCP URL, paste it into your AI, ask it about a postcode.

    MCP server

    The same research for AI agents. Five tools, one URL to paste, nothing to install.

    Connect an agent
    The data registry: category filters above the entry for street-level crime from data.police.uk. The data registry: category filters above the entry for street-level crime from data.police.uk.

    Dataset registry

    Every source underneath, with its endpoint, licence, cadence, coverage and the questions it can answer. Also as JSON and CSV.

    Browse the registry

    Two rules, which are most of the point

    Neighbourhood data is easy to make impressive and hard to make truthful. These are the constraints behind every number shown here.

    1. 01

      It never invents a comparison

      Every band word, like "above the UK average", comes from a threshold table and sits next to the figure it describes. No score is conjured out of a weighting nobody can see.

    2. 02

      It never pretends to cover ground it does not

      A Scottish postcode is told that data.police.uk excludes Scotland, with a link to Police Scotland, rather than being shown a zero. Deprivation is computed against each nation's own index. See it for EH1 1YZ.

    Use it

    The compilation is CC0. Take the registry and point your own thing at it.

    Add the MCP server to a client

    Paste this URL into Claude, ChatGPT or any other MCP client. No account, no key, nothing to install.

    https://agentic-house-search.vercel.app/mcp

    Or in one command:

    claude mcp add --transport http \
agentic-house-search \
https://agentic-house-search.vercel.app/mcp
    Connect an agent

    Take the registry itself

    Every entry, twelve fields each, also available as CSV.

    curl -s https://agentic-house-search.vercel.app/data/registry.json

    Or run the whole site locally:

    git clone https://github.com/asturksever/\
agentic-house-search-data-registry
cd agentic-house-search-data-registry
python3 -m http.server 8000