GUTHMANN® Berlin Real Estate MCP Server
MCP serverAI & modelsThe Berlin real estate market, machine-readable: free market data for AI agents by GUTHMANN®.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the berlin boroughs tool from GUTHMANN® Berlin Real Estate MCP Server
From the project's README
As published by guthmannestate/market-intelligence-mcp in README.md.
https://mcp.guthmann.estate/mcp
Streamable HTTP, stateless, rate-limited at 60 requests per minute per IP. Listed in the official MCP Registry as estate.guthmann/mcp.
What you can ask
Which neighbourhoods make up the Berlin district of Pankow?
Find the LOR planning area for Kollwitzkiez and show its details.
Show me apartments for sale in Prenzlauer Berg under 500k EUR.
What does GUTHMANN say about Milieuschutz and what it means for buyers?
List all 12 Berlin boroughs with their key facts.
Connect
Claude Code
claude mcp add --transport http guthmann https://mcp.guthmann.estate/mcp
Claude.ai / Claude Desktop — Settings → Connectors → Add custom connector, then paste the server URL above.
Cursor — use the install button above, or add manually:
{
"mcpServers": {
"guthmann": {
"url": "https://mcp.guthmann.estate/mcp"
}
}
}
VS Code — use the install button above, or add to your MCP configuration:
{
"servers": {
"guthmann": {
"type": "http",
"url": "https://mcp.guthmann.estate/mcp"
}
}
}
Any other MCP client with Streamable HTTP support works the same way — point it at the server URL, no credentials needed.
Tools
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.
About
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.
Tools it offers (37)
What this server listed when ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.
berlin_boroughsberlin_borough_detailsberlin_districtsberlin_district_detailsberlin_neighborhoodsberlin_neighborhood_searchberlin_neighborhood_detailsberlin_conservation_areasberlin_conservation_area_detailsmarket_berlin_apartmentsmarket_berlin_apartment_buildingsmarket_germany_residentialmarket_germany_apartment_buildingslistingslisting_detailsmacro_ecb_policy_ratesmacro_mortgage_lendingmacro_bund_yieldsmacro_labor_unemploymentmacro_labor_employmentmacro_labor_short_time_workmacro_inflation_hicpmacro_construction_pricesmacro_gdpfield_metadatasocio_berlin_construction_activitysocio_berlin_migration_externalsocio_berlin_migration_matrixsocio_berlin_populationsocio_berlin_age_groups
Signals
- Last commit
- Sep 2026
Advanced
- Delivery
- market-intelligence MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
- Catalog kind
- mcp-server
- Gateway key
estate-guthmann-market-intelligence- Source
- github.com/guthmannestate/market-intelligence-mcp
- Hosted endpoint
https://mcp.guthmann.estate/mcp