Bamwor World Data

by bamwor-dev

283 downloads

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GitHub

About

MCP server connecting AI agents (Claude, Cursor, Windsurf) to real geographic data: 261 countries, 5.2M cities, rankings, comparisons, and 9 Bamwor indices. Free tier, no API key required. Powered by Bamwor.

Details

Author: bamwor-dev
Downloads: 283
Categories: Database, Other, Search

- Access details for 261 countries by name, slug, or ISO code
- Search through 5.2 million cities by name or filter by country and population
- Compare two countries side by side with data
- Retrieve country rankings across metrics and 9 Bamwor indices
- Find nearby cities by radius from a given city
- Connect with AI agents like Claude Desktop, Cursor, and Windsurf

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name Bamwor World Data

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

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

JSON

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

JSON

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

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

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

JSON

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

JSON

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

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

From the repository

Install the server with npx bamwor-mcp-server. No configuration or API key is needed.

`get_country`

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

`search_countries`

Search for countries by name or keyword, with optional region filter. Returns a list of matching countries with basic data.

`search_cities`

Search for cities worldwide by name. Returns matching cities from a database of 13.4M cities with population and country.

`list_cities_by_country`

List cities in a specific country, sorted by population or name. Supports minimum population filter. Covers 13.4M cities globally.

`compare_countries`

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

`get_rankings`

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

`get_city`

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

`get_nearby_cities`

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

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

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

McpServers

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

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

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

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

Add to yourclaude_desktop_config.json:

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

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

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.

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 }

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

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

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

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Details

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Setting up with Highlight

From the repository

get_country

search_countries

search_cities

list_cities_by_country

compare_countries

get_rankings

get_city

get_nearby_cities

Claude Desktop / Cursor

McpServers

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`get_country`

`search_countries`

`search_cities`

`list_cities_by_country`

`compare_countries`

`get_rankings`

`get_city`

`get_nearby_cities`