search_cities_autocomplete
Country-scoped, language-specific city name prefix search backed by pre-built static files. The only tool available in keyless demo mode. Works in keyed mode too — it's the fastest search path.
How to use it
search_cities_autocomplete is exposed by the Geomelon MCP MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the search_cities_autocomplete tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.
Install Geomelon MCP
npx geomelon-mcp-httpOther tools in Geomelon MCP (21)
Cities nearest to a lat/lon, ordered by distance
Largest cities near a lat/lon, ordered by population
Distance in km between two cities
Fetch a city together with its full country and region details in one call
Fetch two cities and the distance between them in one call
Fetch a country (by UUID or name), its regions, and top cities by population
Given a city UUID, find nearby cities ordered by distance or population
Full details for a city by UUID
Settlement-type classifications for a city by UUID
All name translations for a city by UUID
Full details for a country by UUID (includes translations and regions)
All administrative regions for a country by UUID
Name translations for a country by UUID
Details for a language by UUID
Full details for a region by UUID
Name translations for a region by UUID
List countries, filter by name prefix or telephone dialing code
List all languages in the database
List regions, filter by country UUID
Search by name, country code, region, population range, sort order
Search cities using a country name instead of an ISO code