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Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
bamwor-dev avatar

Bamwor Mcp Server

bamwor-dev/bamwor-mcp-server
1authSTDIOregistry active
Summary

Connects Claude to Bamwor's geographic database covering 261 countries and 13.4 million cities. Exposes eight tools including country lookups by name or ISO code, city searches with population filters, side-by-side country comparisons across GDP and HDI metrics, and proximity searches using PostGIS radius queries. Also provides rankings by custom indices like IBEU and IBCP alongside standard metrics. Runs via npx without installation and works anonymous or with a free API key for full access. Reach for this when you need structured geographic data beyond what web search can reliably provide, like finding all Brazilian cities over 1M population or comparing France and Germany across 20+ statistics in a single query.

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bamwor-mcp-server

MCP Server for world geographic data — 261 countries, 13.4M cities. Connect AI agents to real country and city data.

Works with Claude Desktop, Cursor, Windsurf, and any MCP-compatible client.

Quick Start

npx bamwor-mcp-server

Or install globally:

npm install -g bamwor-mcp-server
bamwor-mcp-server

Configuration

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "bamwor-world-data": {
      "command": "npx",
      "args": ["-y", "bamwor-mcp-server"],
      "env": {
        "BAMWOR_API_KEY": "your_api_key"
      }
    }
  }
}

Cursor / Windsurf

Add to your MCP settings:

{
  "bamwor-world-data": {
    "command": "npx",
    "args": ["-y", "bamwor-mcp-server"],
    "env": {
      "BAMWOR_API_KEY": "your_api_key"
    }
  }
}

Environment Variables

VariableRequiredDefaultDescription
BAMWOR_API_KEYNo(anonymous)API key for full access. Get one free at bamwor.com/en/developers/quickstart
BAMWOR_API_URLNohttps://bamwor.com/api/v1API base URL override
BAMWOR_REQUEST_TIMEOUTNo15000Request timeout in ms

Available Tools (8)

get_country

Get detailed data about a country by name, slug, or ISO code. Returns population, area, capital, region, coordinates, and 20+ statistics.

Input: { "query": "Japan" }

search_countries

Search for countries by name or keyword. Returns matching countries with basic data.

Input: { "query": "south", "limit": 10 }

search_cities

Search for cities worldwide by name from a database of 13.4M cities.

Input: { "query": "Tokyo", "limit": 5 }

list_cities_by_country

List cities in a specific country, sorted by population or name. Supports minimum population filter.

Input: { "country": "brazil", "min_population": 1000000, "limit": 10 }

compare_countries

Compare two countries side by side across all available metrics: population, area, GDP, HDI, life expectancy, and more.

Input: { "country_a": "France", "country_b": "Germany" }

get_rankings

Get country rankings by metric. Available metrics: population, area, gdp, hdi, life-expectancy, and 9 Bamwor proprietary indices (ibeu, ibcp, ibda, ibcx, ibee, ibfm, ibdi, ibed, ibsa). Omit metric to list all available.

Input: { "metric": "population", "limit": 10, "countries_only": true }

get_city

Get detailed information about a specific city by its GeoNames ID. Returns coordinates, population, elevation, timezone, and province.

Input: { "city_id": 1850147 }

get_nearby_cities

Find cities near a specific city using PostGIS radius search. Returns nearby cities with distance in km.

Input: { "city_id": 1850147, "radius": 50, "limit": 10 }

Data Coverage

  • 261 countries and territories with 20+ statistics each
  • 13.4 million cities with coordinates, population, elevation, timezone
  • 9 proprietary indices (IBEU, IBCP, IBDA, IBCX, IBEE, IBFM, IBDI, IBED, IBSA)
  • Rankings by any metric
  • Country comparisons — 67,860 combinations
  • 4 languages — English, Spanish, Portuguese, Italian

Data sourced from CIA World Factbook, GeoNames, UNDP, and World Bank.

Links

  • API Documentation
  • Get Free API Key
  • API Playground
  • Pricing
  • GitHub

License

MIT

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Configuration

BAMWOR_API_KEYsecret

Optional. Bamwor API key for full access and higher rate limits. Works anonymously without it. Get one free at https://bamwor.com/en/developers/quickstart

Categories
Data & Analytics
Registryactive
Packagebamwor-mcp-server
TransportSTDIO
AuthRequired
UpdatedJun 2, 2026
View on GitHub

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