Close Knit
Provides OpenStreetMap place data used to build and evaluate custom neighbourhood criteria and presets, such as comparing cafés to kebab shops across London areas.
Provides Transport for London open data for door-to-door weekday-morning commute estimates from London areas to a user's destinations, including public transport and cycling.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Close KnitFind affordable London areas with good schools and a short commute to Bank"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Close Knit MCP server
Close Knit gives AI assistants evidence about London neighbourhoods and homes, to help people choose where to live. It is a remote MCP server: recorded sale prices, rents, crime, schools, flood risk, commute times, noise and more, from official open data. Every tool answer is an evidence envelope with a value, a confidence, the evidence[] behind it, its sources[] (with licence) and caveats[]. Coverage is London only today. It is free for people to use.
https://getcloseknit.com/mcpTransport: Streamable HTTP
Authentication: none (no account, no OAuth, no API key)
MCP Registry name:
com.getcloseknit/close-knit
Tools
Group | Tool | What it does |
Home search |
| Shortlist neighbourhoods for a household: budget, bedrooms, places they travel to, weighted priorities. |
| Score every area against a household's ordered criteria. | |
| Neighbourhoods like one the user liked, optionally only cheaper ones. | |
| Open a search shared from the Close Knit site (a | |
| Resolve a station, borough, neighbourhood, postcode or street the user mentions. | |
| Door-to-door weekday-morning minutes from an area to the user's places (public transport, bike and more). | |
Areas |
| Resolve free text (area name, ONS code, postcode, street) to area ids. |
| One neighbourhood in detail: local market, schools, noise, price trend. | |
| One cited evidence pack for an area: market depth, crime, noise, schools and more. | |
| Every area metric served, with unit, direction, periods and provenance. | |
| One metric for one area and month, with London and England percentiles. | |
| Rank all areas by one metric and return the top N. | |
| Flood bands for an area's land and, with a UPRN, for one home. | |
| Median monthly rent by bedroom count. | |
Homes and prices |
| One home's recorded sales and the range of prices in its area today. |
| Recorded sale prices for one address (HM Land Registry). | |
| Counts and median £/m² of recorded sales in the same building and street. | |
| Local market depth: sales in the last 12 months, turnover, leasehold share. | |
Listings |
| Pre-filtered portal searches for the postcode districts of shortlisted areas. |
| Check one listing's asking price and facts against local evidence. | |
| Turn a finished search into a watch for new listings. | |
Your own criteria |
| Ready-made criteria built from places on OpenStreetMap. |
| Evaluate a criterion such as "more cafés than kebab shops" for every neighbourhood. | |
Feedback |
| Send feedback to the Close Knit team, only after the user agrees. |
Related MCP server: homedata-mcp
Add Close Knit to your assistant
Claude (claude.ai)
Open Customize > Connectors.
Click + Add, then Add custom connector.
Name:
Close Knit. Remote MCP server URL:https://getcloseknit.com/mcp. Click Continue.Under Authentication, choose no sign in, then click Add.
In a chat, click + at the lower left, choose Connectors and turn Close Knit on.
On Team and Enterprise plans an owner adds it under Organization settings > Connectors. Free plans allow one custom connector.
Claude Code
claude mcp add --transport http close-knit https://getcloseknit.com/mcpChatGPT
Open Plugins at chatgpt.com/plugins.
Select the plus button, then Add custom MCP server.
Name:
Close Knit. Under Connection, Server URL:https://getcloseknit.com/mcp.Authentication: No authentication.
Review the warning, select I understand and want to continue, then Create as a plugin.
Install the plugin, then type
@in the prompt box and select Close Knit.
Custom MCP servers are available on ChatGPT web; which plans and workspaces allow them depends on your account and workspace settings.
Gemini CLI
gemini extensions install https://github.com/bmsdave/close-knit-mcpThis repository is a Gemini CLI extension: gemini-extension.json connects the remote server and GEMINI.md gives the model short guidance. Restart Gemini CLI after installing.
Gemini app
At gemini.google.com, click Settings, then Connected Apps.
Under Custom apps, click Add a custom app.
Enter
https://getcloseknit.com/mcpand click Next, then follow the on-screen steps.In a prompt, type
@and select Close Knit.
Google currently limits custom apps to people aged 18 or over in the US, signed in with a personal Google Account, with Keep Activity on.
Cursor
The same install link in Cursor's own format:
cursor://anysphere.cursor-deeplink/mcp/install?name=close-knit&config=eyJ1cmwiOiJodHRwczovL2dldGNsb3Nla25pdC5jb20vbWNwIn0%3DOr add it to mcp.json:
{
"mcpServers": {
"close-knit": {
"url": "https://getcloseknit.com/mcp"
}
}
}VS Code
Or run MCP: Add Server from the Command Palette, choose HTTP, and enter https://getcloseknit.com/mcp. In .vscode/mcp.json:
{
"servers": {
"close-knit": {
"type": "http",
"url": "https://getcloseknit.com/mcp"
}
}
}Perplexity
Open Plugins in the sidebar (or Customize > Connectors).
Select Add custom, then Connector, then Add MCP connector, and choose Remote.
Name:
Close Knit. MCP Server URL:https://getcloseknit.com/mcp.Authentication: None. Transport: Streamable HTTP.
Tick the acknowledgement box, click Add, then click the connector card to enable it.
Mistral Le Chat
Open the Connectors page.
Click + Add Connector and switch to the Custom MCP Connector tab.
Connector name:
closeknit. Server URL:https://getcloseknit.com/mcp.Click Connect. No authentication is needed.
Adding a connector needs an administrator; on Free, Pro and Student plans the account owner is the administrator.
Grok
Go to grok.com/connectors.
Click New Connector, then select Custom.
Enter
https://getcloseknit.com/mcp.
On Business and Enterprise plans a team admin adds connectors first.
Windsurf (Devin Desktop)
In the Cascade panel, open the ... menu, and in the MCPs section click Open MCP config file. Add:
{
"mcpServers": {
"close-knit": {
"serverUrl": "https://getcloseknit.com/mcp"
}
}
}Save the file.
Goose
Desktop: open Extensions in the sidebar, click Add custom extension, choose the Streamable HTTP type and enter https://getcloseknit.com/mcp.
CLI: run goose configure, choose Add Extension, then Remote Extension (Streamable HTTP), and enter the URL. For a single session:
goose session --with-streamable-http-extension "https://getcloseknit.com/mcp"LM Studio
Or open the Program tab in the right-hand sidebar, click Install > Edit mcp.json, and add:
{
"mcpServers": {
"close-knit": {
"url": "https://getcloseknit.com/mcp"
}
}
}Data and licences
The answers come from official open data, mostly under the Open Government Licence v3.0: HM Land Registry Price Paid Data and UK House Price Index, ONS Census 2021 and other ONS statistics, police.uk street crime, Ofsted and Department for Education school data, Environment Agency flood risk, Defra noise maps, Ordnance Survey OpenData, Transport for London open data ("Powered by TfL Open Data") and OpenStreetMap (© OpenStreetMap contributors, ODbL 1.0). Each answer lists its own sources and licences in sources[]; keep those attributions when you reuse the data.
The MIT licence in this repository covers the files in this repository only. The data served by the MCP server keeps its own licences.
Privacy
No account and no personal data are needed. send_feedback only sends what you write, and only after you agree.
Licence
This server cannot be deployed
Maintenance
Related MCP Connectors
UK area & property intelligence for AI agents: reports, EPC, comparables, with source provenance.
Sourced facts, explained scores and change alerts for every GB neighbourhood, from one API.
UK property research tools - crime stats, schools, demographics, valuations for AI.
London postcodes and districts from official open data: prices, crime, schools, rents, commutes
Related MCP Servers
- AlicenseAqualityDmaintenanceEnables users to search UK property prices by postcode, street, or city using the HM Land Registry's SPARQL endpoint. It also provides tools for resolving postcodes and finding nearby locations through Ordnance Survey data.22MIT
- AlicenseAqualityBmaintenanceEnables AI assistants to query UK property data including EPCs, sale history, planning, flood risk, council tax, demographics, and more via the Homedata API.1869 PyPIMIT
- -licenseNot gradedqualityCmaintenanceProvides real-time London area intelligence including postcode data, crime, schools, transport, and investment metrics, enabling AI assistants to answer property-related queries.-
- AlicenseAqualityBmaintenanceUnified UK property search across major portals with deduplication and open-data enrichment, enabling natural-language queries for listings, sold prices, EPC, crime, schools, and market stats.10MIT