mcp server

google-earth-engine-mcp

MCP server for Google Earth Engine. Query Google Earth Engine with natural language. Fetch datasets, run tasks and visualize in chat.

cameronking4/google-earth-engine-mcpcommunitylistedunreviewednot running here yet

Use tool

Set up

Runs on your computer. Pick your agent and operating system.

This project does not publish an install method we can turn into a config. Follow the README instead.

README

synced Oct 14, 2026

Google Earth Engine MCP Server

Uses @vercel/mcp-adapter

Usage

This sample app uses the Vercel MCP Adapter that allows you to drop in an MCP server on a group of routes in any Next.js project.

Update app/[transport]/route.ts with your tools, prompts, and resources following the MCP TypeScript SDK documentation.

Google Earth Engine Tools

This project includes MCP tools for interacting with Google Earth Engine, a cloud-based platform for geospatial analysis. These tools allow AI assistants to:

Initialize and authenticate with Earth Engine
Visualize Earth Engine datasets as maps
Retrieve information about Earth Engine datasets
Compute statistics for Earth Engine data in specified regions
Search for Earth Engine datasets

For more details, see the Earth Engine Tools README.

To use Earth Engine tools, you'll need:

A Google Earth Engine account
A Google Cloud service account with Earth Engine access
A service account private key for authentication

Notes for running on Vercel

To use the SSE transport, requires a Redis attached to the project under process.env.REDIS_URL
Make sure you have Fluid compute enabled for efficient execution
After enabling Fluid compute, open app/route.ts and adjust maxDuration to 60 (or higher if using a Vercel Pro or Enterprise account)
Deploy the Next.js MCP template

Sample Client

script/test-client.mjs contains a sample client to try invocations.

node scripts/test-client.mjs https://mcp-for-next-js.vercel.app