MCPInstall
google-earth-engine-mcp logo

google-earth-engine-mcp

by cameronking4 16 stars cameronking4/google-earth-engine-mcp
READMEmain

Google Earth Engine MCP Server

Uses @vercel/mcp-adapter image image

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:

  1. A Google Earth Engine account
  2. A Google Cloud service account with Earth Engine access
  3. 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

More Research & Data MCP servers

Similar servers from the same category.

WeatherXM PRO

weatherxm

Integrates with WeatherXM PRO APIs to provide access to hyperlocal weather data, historical observations, and forecast performance metrics for location-specific analysis and planning.

APICLI+6

Gralio

tymonte

Access 3+ million SaaS reviews, detailed pricing data, alternatives, ratings, funding information, growth metrics, user sentiment analysis, and functional feature data for over 30,000 software products.

Research & Data

Integrates with professional cryptocurrency data APIs from DefiLlama Pro, CoinGecko Pro, and Arkham Intelligence to provide real-time token prices, market data, blockchain analytics, and on-chain intelligence for crypto researchers and traders.

search

Enables semantic and keyword searches across Space Frontiers' library, telegram, and reddit databases through a FastAPI-based server with flexible authentication options.

databaseauthentication+1