cenogram-mcp-server
OfficialThe server provides access to over 8 million Polish real estate transactions and parcel data, enriched with contextual layers for AI analysis.
Core Capabilities:
Transaction Search: Filter by location, street, building number, parcel ID, property type, market type, price range, date, area, floor, rooms, ownership, zoning, flood risk, heritage status, and more. Search within a geographic radius (lat/lng) or a custom GeoJSON polygon.
Price Analytics: Get median/average price per m² for residential apartments by location; generate price distribution histograms; obtain a market overview of the entire database; estimate an apartment’s market value from comparable sales.
Parcel Intelligence: Autocomplete search for parcels by cadastral ID prefix; resolve a parcel from ID, UUID, coordinates, or locality+number; fetch a comprehensive parcel report covering core data, flood risk, heritage, landslide, surroundings, public transport, zoning, buildings, building activity, agricultural eligibility, transaction history, local price context, and demographic/municipal context.
Transaction-Specific Enrichments: For any transaction, access detailed breakdowns of flood hazard (zone category, affected share), heritage listings, landslide risk, surroundings (distances to cemeteries, landfills, etc.), public transport access (nearest stops by mode), building permits history, general-plan zoning (zone parameters, overlays), agricultural land eligibility, and building breakdown (footprint, storeys, floor area).
Location & Demographics: Browse valid TERYT administrative divisions; retrieve ~50 demographic and economic indicators (population, economy, housing, environment, safety, education, prices) at voivodeship/county/municipality level with optional time-series.
Infrastructure Signals: Identify upcoming municipal infrastructure projects from public procurement tenders and municipal spending plans.
Location Comparison: Compare price and area statistics across 2–5 districts side-by-side.
Permalinks: Each transaction includes a shareable map link.
Cenogram MCP Server
Polish Real Estate Transaction & Parcel Data for AI
MCP server for Polish real estate data. Access 8M+ real estate transactions from the national Registry of Prices and Values (Rejestr Cen Nieruchomosci, RCN) - prices from notarial deeds, not listings - directly from Claude, Cursor, ChatGPT, Grok, or any MCP-compatible AI assistant. Beyond transaction prices, the server resolves cadastral parcels and adds per-parcel context: zoning, flood and landslide risk, heritage register, building permits and construction activity, public transport access, agricultural land classification and surrounding land use.
Data source: Polish national RCN registry (Rejestr Cen Nieruchomosci) | Platform: cenogram.pl
Get your API key
Go to cenogram.pl/api
Enter your email
You'll receive your
cngrm_...API key by email
Manage your keys at cenogram.pl/ustawienia.
Related MCP server: rcs-mcp
Installation
Pick your client. All options below use the hosted server - no local install needed (except npx/stdio).
One command - zero config files:
claude mcp add cenogram https://mcp.cenogram.pl/mcp \
-t http -H "Authorization: Bearer YOUR_API_KEY"Add to .cursor/mcp.json in your project:
{
"mcpServers": {
"cenogram": {
"type": "http",
"url": "https://mcp.cenogram.pl/mcp",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}Add to your config file:
macOS:
~/Library/Application Support/Claude/claude_desktop_config.jsonWindows:
%APPDATA%\Claude\claude_desktop_config.json
npx (stdio):
{
"mcpServers": {
"cenogram": {
"command": "npx",
"args": ["-y", "@cenogram/mcp-server@latest"],
"env": {
"CENOGRAM_API_KEY": "YOUR_API_KEY"
}
}
}
}Add to .vscode/mcp.json in your workspace:
{
"servers": {
"cenogram": {
"type": "http",
"url": "https://mcp.cenogram.pl/mcp",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json:
HTTP remote:
{
"mcpServers": {
"cenogram": {
"type": "http",
"url": "https://mcp.cenogram.pl/mcp",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}If HTTP doesn't work, use the npx (stdio) option below instead.
In VS Code: Settings > Cline > MCP Servers. Add:
{
"cenogram": {
"type": "http",
"url": "https://mcp.cenogram.pl/mcp",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}Requires Node.js >= 18. Use this if you want to run the server locally instead of connecting to the hosted one.
{
"mcpServers": {
"cenogram": {
"command": "npx",
"args": ["-y", "@cenogram/mcp-server@latest"],
"env": {
"CENOGRAM_API_KEY": "YOUR_API_KEY"
}
}
}
}Client | Config file |
Cursor |
|
Claude Code |
|
Claude Desktop |
|
Windsurf |
|
Cline | VS Code settings > Cline > MCP Servers |
Configuration
Env Variable | Required | Default | Description |
| Yes (stdio) | - | API key from cenogram.pl/api |
| No |
| API base URL |
| No |
| Set to |
| No |
| HTTP server port (HTTP mode only) |
| No | auto-generated | Persistent client identifier |
You can also use the --http CLI flag instead of MCP_TRANSPORT=http.
Tips
Model selection: For best results, use Claude Opus 4.7. It makes more sequential tool calls and produces richer analysis. You can switch the model in the dropdown at the bottom of the chat window.
Example Prompts
Polish:
"Jaka jest mediana cen mieszkan w Krakowie w 2025?"
"Pokaz transakcje z ulicy Pulawskiej 15 na Mokotowie"
"Znajdz transakcje na dzialce 126104_9.0015.201"
"Sprawdz plan miejscowy i ryzyko powodziowe dla dzialki 126104_9.0015.201"
"Znajdz transakcje gruntow w promieniu 5km od centrum Wroclawia powyzej 500 000 PLN"
"Porownaj ceny mieszkan na Mokotowie i Woli"
"Pokaz rozklad cen nieruchomosci w Polsce"
English:
"What's the median apartment price in Krakow in 2025?"
"Show transactions at Pulawska 15 in Mokotow"
"Find all transactions on parcel 126104_9.0015.201 and then search nearby"
"Check the zoning and flood risk for parcel 126104_9.0015.201"
"Find land transactions within 5km of Wroclaw center above 500,000 PLN"
"Compare apartment prices in Mokotow and Wola districts"
"Show the price distribution of real estate in Poland"
Tools
Tool | Description | Key Parameters |
| Search transactions with filters | location, street, buildingNumber, parcelId, propertyType, marketType, price/date/area range |
| Price/m2 stats by location (residential only) | location (optional) |
| Price histogram | bins, maxPrice |
| Search by geographic radius | latitude, longitude, radiusKm |
| Database overview and stats | (none) |
| List available locations | search (optional) |
| Search parcels by cadastral ID prefix | q (parcel ID prefix, min 3 chars) |
| Search within a GeoJSON polygon | polygon, propertyType, dateFrom/dateTo |
| Compare stats across 2-5 districts | districts (comma-separated), propertyType |
| Per-building breakdown for one transaction (footprint, storeys, est. floor area) | transaction_id (UUID from a search result) |
| Composite dossier for one parcel: core, 9 enrichment layers, transaction history, local price context and municipal context | parcelId (cadastral id or UUID) |
| Resolve a cadastral parcel identifier to its canonical record | parcelId or q (id prefix), or lat + lng |
| Population and demographic context for a location | location or teryt, year (or yearFrom/yearTo), category |
| Municipal infrastructure signals (tenders, utilities, capital spending) | location or teryt |
| Comparable-sales value estimate for a property | area, plus lat + lng or parcelId; rooms, market |
| Flood risk for the property in a transaction | transaction_id (UUID from a search result) |
| Heritage-register status for the property | transaction_id |
| Landslide risk for the property | transaction_id |
| Nuisance and land-use context around the property | transaction_id |
| Public transport accessibility for the property | transaction_id |
| Building permits recorded for the property | transaction_id |
| Local zoning and planning status for the property | transaction_id |
| Agricultural land-use classification for the property | transaction_id |
Location naming
Most cities: use the city name directly (e.g., "Gdansk", "Lublin")
Warsaw: "Warszawa" covers all 18 districts at once; name one ("Mokotow", "Srodmiescie", "Wola") to narrow it down
Krakow and Lodz work the same way: the city name covers every sub-district, or name one ("Krakow-Podgorze")
Neighbourhood names are not administrative units - search by radius or polygon instead
Use
list_locationsto find valid names
Property types
Value | Polish | English |
| Grunt | Land plot |
| Budynek | Building |
| Grunt zabudowany | Developed land |
| Lokal | Apartment/unit |
Workflows
Results include parcel IDs and GPS coordinates, enabling multi-step research:
1. Search by address -> search_transactions(location="Mokotow", street="Pulawska", buildingNumber="15")
2. Note parcel_id and coordinates from results
3. Search nearby -> search_by_area(lat=52.19, lng=21.01, radiusKm=2, propertyType="unit")
4. Compare prices -> get_price_statistics(location="Mokotow")This mimics how a property appraiser finds comparable transactions for valuation reports.
Data
8M+ transactions from all of Poland (380 counties)
Date range: 2003 - present
Source: Polish national RCN registry (Rejestr Cen Nieruchomosci)
Refresh: periodic updates from RCN
Per-parcel context: zoning, flood and landslide risk, heritage register, building permits and construction activity, transit access, agricultural land use and surroundings, addressable by cadastral ID
Troubleshooting
"Error: CENOGRAM_API_KEY is required" - This only applies to stdio mode. Make sure CENOGRAM_API_KEY is set in the env block of your MCP config. For HTTP remote, the key goes in the Authorization header instead.
npx hangs or fails - Check your Node.js version with node -v. The stdio mode requires Node.js >= 18. If you're on an older version, use the HTTP remote option instead (no Node.js needed).
A location returns 0 results - The name may not be an administrative unit. Districts and neighbourhoods are two different things: "Mokotow" is a district and works, "Sluzew" is a neighbourhood inside it and does not. Use list_locations(search="...") to find valid names, or search by radius (search_by_area) for anything smaller than a district.
401 Unauthorized (HTTP mode) - The Authorization header must be Bearer cngrm_... (with the Bearer prefix). Double-check that the full API key is included, not just the prefix.
Development
git clone https://github.com/cenogram/mcp-server.git
cd mcp-server
npm install
npm test
npm run buildLicense
MIT
Maintenance
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