The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the GUTHMANN® Berlin Real Estate listing page.
Berlin real estate for AI agents: granular market data and property search.
Free, no API key, no registration — connect and query.
Streamable HTTP, stateless, rate-limited at 60 requests per minute per IP. Listed in the official MCP Registry as estate.guthmann/mcp.
Claude Code
Claude.ai / Claude Desktop — Settings → Connectors → Add custom connector, then paste the server URL above.
Cursor — use the install button above, or add manually:
VS Code — use the install button above, or add to your MCP configuration:
Any other MCP client with Streamable HTTP support works the same way — point it at the server URL, no credentials needed.
The full public Market Intelligence scope of guthmann.estate plus the GUTHMANN listings — 37 tools across seven groups, at the same granularity as the website. Berlin's spatial hierarchy: 12 boroughs (Bezirke), 96 districts (Ortsteile), 542 neighborhoods (LOR Planungsräume).
Site search — semantic search over the whole website (insights, market reports, neighborhood portraits, exposés, company pages), one result per page with title, snippet and URL:
| Tool | What it returns |
|---|---|
search | Hybrid semantic search, filterable by locale and section (listings, projects, market-intelligence, pages) |
Property search — the broker's active inventory, every result with its exposé URL:
| Tool | What it returns |
|---|---|
listings | Active listings, filterable by segment, borough/district, price, rooms, area |
listing_details | One listing in detail: prices, costs, energy certificate, texts, images, contact |
Berlin market data — granular transaction and offer aggregates:
| Tool | What it returns |
|---|---|
market_berlin_apartments | Flats: transaction prices, offer prices, offer rents, counts, deltas — down to neighborhood level |
market_berlin_apartment_buildings | Apartment buildings: prices, multiples, transaction volumes |
market_germany_residential | Germany-wide residential price and transaction indices |
market_germany_apartment_buildings | Germany-wide apartment-building price index |
Areas and zoning:
| Tool | What it returns |
|---|---|
berlin_boroughs / berlin_borough_details | The 12 boroughs (Bezirke) |
berlin_districts / berlin_district_details | The 96 districts (Ortsteile) |
berlin_neighborhoods / berlin_neighborhood_search / berlin_neighborhood_details | LOR neighborhoods (Planungsräume) |
berlin_conservation_areas / berlin_conservation_area_details | Social conservation areas (Milieuschutz) |
Socio-demographics (11 tools, socio_berlin_*) — population, age groups, origin, migration, census data on buildings, households, dwellings and rents, construction activity.
Macro indicators (9 tools, macro_*) — ECB policy rates, Bund yields, mortgage lending, construction prices, inflation (HICP), GDP, labor market.
Metadata — field_metadata explains every response field: labels, units, descriptions and data sources, in German and English.
Responses are JSON with German field names (mirroring the underlying data); field_metadata translates them. Prose fields (listing texts, exposé URLs) follow the locale parameter — default en.
GUTHMANN® is a Berlin real estate broker. Market Intelligence is our public research area — this server is its machine-readable counterpart.
The server implementation lives in a private monorepo; this repository is the public home of the service: documentation, endpoint and issue tracker.