MCP DATA SERVICE · FREE

Guatemala real-estate data, one connection for any AI.

Connect Claude, Cursor, Codex, or any MCP-compatible AI to ParcelaNova’s verified knowledge base. Ask about any location in Guatemala and your AI fetches exactly the data it needs — pricing, demographics, risk, geography, costs.

MCP endpointhttps://parcelanova.com/api/mcp
THE VISION

There was no centralized source. Now there is one — and it talks to AI.

Guatemala’s real-estate intelligence has always lived in scattered silos: public registries, municipal offices, spreadsheets, and the heads of local brokers. No single, machine-readable source existed. ParcelaNova consolidates these signals into one verified knowledge base.

This is the first source built to be queried directly by AI. It is open and free — no key, no signup. Point your AI at it and start asking.

Collaborate with us

We invite institutions, municipalities, developers, and data owners to contribute relevant data and help keep enhancing this free service for everyone building in Guatemala.

QUICK START

Add it to your AI in one step

Pick your client, grab the snippet, and start asking. The server is read-only and open — no API key required.

Clients that only support local (stdio) servers can bridge to the remote URL with “npx mcp-remote”.

CALL CATALOG

What you can ask for

Eight read-only tools your AI picks from on its own. Drop a coordinate, name a town, or describe a piece of land — it pulls exactly the data that answers the question.

search_municipiosq?, department?, tier?, limit?

Find municipios or zones by name, department, or data tier. Returns ids you pass to other tools.

Try asking

Show me every tier-1 zone in Sololá, ranked, with their coordinates.

get_municipioid

Full profile for one zone: price/m², trend, infrastructure & demand scores, demographics, risk, elevation.

Try asking

Profile Antigua for me: price per m², 12-month trend, demand vs. infrastructure scores, seismic risk and elevation.

list_departments

Guatemala's 22 departments with codes, capitals, regions and centroids.

Try asking

Map out all 22 departments of Guatemala with their capitals and regions.

resolve_locationlat, lng

Turn a coordinate into its department and municipio (with INE codes).

Try asking

I dropped a pin at 14.5586, -90.7295 — which municipio and department is that, with INE codes?

nearest_featureslat, lng

Nearest road (paved/unpaved), river, and water body to a point, with distances in km.

Try asking

For the land at 15.78, -88.62: how far is the nearest paved road, river, and lake — in km?

get_construction_cost_indexdevType?

Latest IPMC construction-cost index by development type (100 = baseline) with material breakdown.

Try asking

Is building vertical housing above baseline cost right now — and which materials are driving it?

get_foreign_ownership_rulesid

Whether foreigners can own in a zone, or need a legal structure (SA/usufruct/fideicomiso).

Try asking

I'm a foreigner eyeing beachfront in Monterrico — can I own it directly, or do I need a fideicomiso?

get_amenitiesid

Cached POIs near a zone — hospitals, schools, supermarkets, gas stations — counts and a sample list.

Try asking

What's within reach of Zona 10 — hospitals, schools, supermarkets, gas stations — and how many of each?