Global geographic dataset for AI agents — 261 countries, 13.4M cities.
Bamwor provides structured geographic data for AI agents and applications.
The dataset includes: • 261 countries • 13.4 million cities • geographic coordinates • population data • administrative regions
Useful for: • AI agents • geographic queries • location intelligence • global datasets
Source dataset: https://bamwor.com
Valid MCP server (3 strong, 4 medium validity signals). No known CVEs in dependencies. Package registry verified. Imported from the Official MCP Registry.
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This plugin requests these system permissions. Most are normal for its category.
Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-bamwor-dev-bamwor-mcp-server": {
"args": [
"-y",
"bamwor-mcp-server"
],
"command": "npx"
}
}
}From the project's GitHub README.
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.
npx bamwor-mcp-server
Or install globally:
npm install -g bamwor-mcp-server
bamwor-mcp-server
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"
}
}
}
}
Add to your MCP settings:
{
"bamwor-world-data": {
"command": "npx",
"args": ["-y", "bamwor-mcp-server"],
"env": {
"BAMWOR_API_KEY": "your_api_key"
}
}
}
| 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 |
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 for countries by name or keyword. Returns matching countries with basic data.
Input: { "query": "south", "limit": 10 }
Search for cities worldwide by name from a database of 13.4M cities.
Input: { "query": "Tokyo", "limit": 5 }
List cities in a specific country, sorted by population or name. Supports minimum population filter.
Input: { "country": "brazil", "min_population": 1000000, "limit": 10 }
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 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 detailed information about a specific city by its GeoNames ID. Returns coordinates, population, elevation, timezone, and province.
Input: { "city_id": 1850147 }
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 sourced from CIA World Factbook, GeoNames, UNDP, and World Bank.
MIT
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Security improvements and input validation. • Updated @modelcontextprotocol/sdk to latest version • Added input sanitization and length limits • Improved error handling with contextual messages • Configurable request timeout via environment variable • Zero npm audit vulnerabilities
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