Featured

Deploy OpenClaw in 60 seconds β€” 20% off logoDeploy OpenClaw in 60 seconds β€” 20% off

Launch OpenClaw on Hostinger in about 60 seconds and keep your agent live 24/7. Our referral link gives you 20% off, no coupon code needed.

Launch on Hostinger β†’
Run your Hermes agent on Hostinger, fully managed logoRun your Hermes agent on Hostinger, fully managed

Launch Hermes on Hostinger in one click, fully managed, no VPS knowledge needed. Use code ZACAARON10 for 10% off.

Launch on Hostinger β†’
Crawl and scrape any site into clean data, 10% off logoCrawl and scrape any site into clean data, 10% off

Firecrawl crawls and scrapes any site into clean markdown for your agent. Get 1,000 free credits, and new users get 10% off their first purchase.

Try Firecrawl free β†’
6,000+ web scrapers for your AI agent, start free logo6,000+ web scrapers for your AI agent, start free

Apify gives your agent live web data: 6,000+ prebuilt scrapers and actors, MCP-ready. Sign up free with $5 in usage credits.

Try Apify free β†’
One API to scrape, enrich, and extract the internet. logoOne API to scrape, enrich, and extract the internet.

Context.dev gives your agents a single API to scrape, enrich, and extract live web data β€” no proxies, no parsers, no maintenance.

Start building free β†’
SetupClaw: done-for-you OpenClaw for founders & exec teams logoSetupClaw: done-for-you OpenClaw for founders & exec teams

White-glove OpenClaw for founders and exec teams (4–50+ employees): we install, harden, integrate your tools, and maintain it β€” secured from day one.

Get it set up for you β†’
SEO data APIs for your agent, $1 free credit logoSEO data APIs for your agent, $1 free credit

DataForSEO gives your agent live access to SERP results, keyword data, backlinks, and on-page SEO data through one API. New accounts get a $1 credit, good for up to 20,000 keyword or backlink lookups.

Try DataForSEO free β†’
Reach 48,000+ AI builders

A flat monthly placement in front of developers actively installing AI tools. No lock-in, cancel anytime.

Advertise here β†’

Works with

Claude CodeClaude DesktopCursorVS CodeClineCodex CLIOpenClaw+ any MCP client

Install to Claude Code

This server doesn't publish a one-line install command. Follow the setup in the source repository.

Summary

bamwor-mcp-server MCP server](https://glama.ai/mcp/servers/bamwor-dev/bamwor-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/bamwor-dev/bamwor-mcp-server) πŸ“‡ ☁️ - World geographic data for AI agents.

README.md

bamwor-mcp-server

MCP Server for world geographic data β€” 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

| Variable | Required | Default | Description | |----------|----------|---------|-------------| | BAMWOR_API_KEY | No | (anonymous) | API key for full access. Get one free at bamwor.com/en/developers/quickstart | | BAMWOR_API_URL | No | https://bamwor.com/api/v1 | API base URL override | | BAMWOR_REQUEST_TIMEOUT | No | 15000 | Request 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 β€” 67,860 combinations
  • 4 languages β€” English, Spanish, Portuguese, Italian

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

Links

License

MIT

See related servers & alternatives β†’

Related MCP servers

Browse all β†’

Related guides

Hand-picked reading to help you choose and use AI & ML servers.