MCP Geo server

This is a small helper that lets your AI look up places on a map. You give it an address, and it tells you where that is. It is handy if you work with lists of addresses, plan routes, or just want to know how far two places are from each other.

What this MCP server does

You type a request like an address or a pair of map coordinates. Your AI sends that to this helper program. The helper talks to a geocoding service, which is an online map lookup service, and gets the answer back. Then your AI shows you the result in the chat, like a latitude and longitude, a formatted address, or a distance. It can do this for one place or for a whole list at once.

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What you can do with it

• Look up the latitude and longitude of any address or place name
• Turn map coordinates back into a readable address
• Get extra details like bounding boxes and fuller address info
• Look up many addresses in one go
• Turn many coordinate pairs into addresses at once
• Measure the distance between two addresses in miles or kilometers
• Measure the distance between two coordinate pairs

Try asking your AI

• “What are the coordinates of 1600 Pennsylvania Avenue, Washington DC?”
• “What address is at latitude 48.8584 and longitude 2.2945?”
• “How far is Paris from Berlin in kilometers?”
• “Geocode these addresses for me: 10 Downing Street London, and 221B Baker Street London”

What it gives back to you

You get back plain answers in the chat. For a geocode request, that is a latitude, a longitude, and a formatted address. For a reverse lookup, it is the nearest address to those coordinates. For distances, you get a number with the unit you asked for. If a place cannot be found, it simply tells you it found nothing instead of crashing.

Before you start

Who it's for

Anyone who works with addresses, deliveries, travel planning, or location data and wants quick answers without opening a map website.