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booli-mcp

booli-mcp

by chrischall

booli-mcp

An MCP server for Booli, the Swedish property portal — search active for-sale listings, sold prices (slutpriser), resolve areas, and compute market statistics, all from Claude.

Developed and maintained by AI (Claude Code). Use at your own discretion and within booli.se's terms of use.

How it works

Booli fronts www.booli.se — including its GraphQL API — with a Cloudflare bot wall that blocks server-side clients. booli-mcp therefore reads Booli's consumer GraphQL API by routing each query through your own signed-in www.booli.se browser tab via the fetchproxy bridge (the ContextMint Bridge browser extension), reusing your Cloudflare-cleared session. No Booli login is required — just a normal page view. All tools are read-only.

BOOLI_TRANSPORT selects the path: auto (default — direct fetch first, browser-bridge fallback when walled), fetchproxy (always the bridge), or direct. The fetchproxy fleet shares WS port 37149 (BOOLI_WS_PORT).

Related MCP server: Zillow MCP Server

Setup

  1. Install ContextMint Bridge from its releases page — Chrome: download the chrome zip, unzip it, and load it unpacked at chrome://extensions (Developer mode). Safari isn't available yet (it will ship inside the ContextMint app, which has no public download), so use Chrome for now. Keep a www.booli.se tab open.

    ContextMint Bridge is the fetchproxy browser extension under its new name, from the same maintainer — fetchproxy's own README points to it. Its source is public at nullnet-app/contextmint-bridge: build it yourself, or check a release zip against the .sha256 file published beside it (shasum -a 256 -c contextmint-bridge-chrome-<version>.zip.sha256).

  2. On the first request, approve the one-time pairing prompt in ContextMint Bridge.

  3. Run booli_healthcheck to confirm the path is working. Its transport field says which leg served the probe (direct or fetchproxy) and, once the bridge exists, bridge.session_state says whether the extension is linked, pair_pending (approve the pair code it names), or extension_disconnected.

Install

// mcp config
{
  "mcpServers": {
    "booli": {
      "command": "npx",
      "args": ["-y", "@chrischall/booli-mcp"]
    }
  }
}

Tools

Tool

What it does

booli_search_areas

Resolve a place name to Booli area ids

booli_search_listings

Search active for-sale listings by area + filters

booli_get_listing

Full detail for one property (active or sold) by residence id

booli_search_sold

Search sold listings (slutpriser) with final prices

booli_market_stats

Median/average sold-price statistics for an area

booli_healthcheck

Probe the data path and report transport (direct / fetchproxy, the BOOLI_TRANSPORT mode) and, once the bridge is up, bridge (role, port, extension link session_state, pending pair code) with a next-step hint

Searches scope by area_id (from booli_search_areas) or a free-text location. Money is SEK, areas m². See docs/BOOLI-API.md for the underlying GraphQL API.

Development

npm install
npm test          # vitest, no network
npm run build     # tsc + esbuild bundle

License

MIT

Available Tools

6 tools
booli_get_listingGet a Booli propertyA
Read-onlyIdempotent

Full detail for one property by its Booli residence id — the number in a booli.se/bostad/ URL, or the residence_id from a search result. Works for both active and sold properties. Read-only.

Inputs: residence_id (required), view.

booli_healthcheckVerify the ContextMint Bridge connection end-to-endA
Read-onlyIdempotent

Round-trips a small public www.booli.se URL (/graphql) through ContextMint Bridge (your signed-in browser tab) and returns diagnostics: the bridge's role (host/peer/null), port, version, the extension link (linked / pair pending / not attached / never answered), the elapsed round-trip time, and a plain-English hint distinguishing 'bridge never came up' from 'extension not connected' from 'this browser can't serve a capability' from 'real www.booli.se-side problem'. Read-only, no auth required. Call this when a real tool fails and you want to know which hop broke.

Inputs: no named parameters.

booli_market_statsBooli sold-price market statisticsA
Read-onlyIdempotent

Aggregate sold-price statistics (median/average final price, price per m², average over/under-asking %) for an area on booli.se. Takes the same scope and filters as booli_search_sold, computed over ONE page of sold results (most recent first by default) — page/pages say which, and total_count is the whole matching set, not the sample. sample_size is the rows on the page; sold_price_count / price_per_sqm_count / price_change_count are the rows that fed each metric. Check them before trusting a thin median. Read-only.

Inputs: page, sort, view, area_id, +18 more.

booli_search_areasResolve a Booli areaA
Read-onlyIdempotent

Resolve a place name to Booli areas — municipalities, districts, streets — each with its area_id to pass as area_id into booli_search_listings / booli_search_sold. Read-only.

Inputs: query (required), limit.

booli_search_listingsSearch Booli for-sale listingsA
Read-onlyIdempotent

Search active for-sale property listings on booli.se. Scope by area_id (from booli_search_areas) or a free-text location, and filter by price, rooms, living area, plot, object type, construction year. Paginated by page; check total_count/pages. Read-only.

Inputs: page, sort, view, area_id, +16 more.

booli_search_soldSearch Booli sold listings (slutpriser)A
Read-onlyIdempotent

Search sold properties (slutpriser) on booli.se with the achieved final price and over/under-asking % — the comparables for valuation. Scope by area_id or free-text location, filter by sold price, sold date, rooms, area, object type. Paginated by page. Read-only.

Inputs: page, sort, view, area_id, +18 more.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A4.1/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool targets a distinct purpose: area resolution, active listing search, single-listing detail, sold-comparable search, aggregate stats, and a bridge healthcheck. The descriptions clearly draw boundaries (e.g. market_stats vs search_sold), so an agent can select reliably.

    Naming Consistency4/5

    All tools share a consistent booli_ prefix and snake_case, with search_*/get_* following a predictable verb_noun pattern. market_stats and healthcheck deviate from verb_noun but remain clear and readable.

    Tool Count5/5

    Six tools is well-scoped for a read-only real-estate data server, and each tool earns its place (search, detail, areas, stats, diagnostics). No redundancy or padding.

    Completeness4/5

    The surface covers the full read path: area resolution feeds both listing and sold searches, plus single-item detail and aggregated valuation stats. As a read-only server, mutation gaps are expected, though a performance/valuation-history helper would round it out.

    Maintenance

    ActivityNo data
    ResponsivenessOutdated data

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