"Google Earth Engine" matching MCP servers:

MCP server for interacting with Google Earth Engine, enabling geospatial analysis such as dataset visualization, statistics computation, and search via AI assistants.

Enables AI assistants to authenticate against a cloud geospatial analysis platform, search and inspect its datasets, render them as maps, and compute statistics over specified regions. It exposes these capabilities as MCP tools that can be dropped into any Next.js project via a route-based adapter.

Enables satellite imagery analysis through Google Earth Engine, allowing users to search datasets, calculate vegetation indices like NDVI, filter collections by location and date, and export imagery to cloud storage. Supports major satellite datasets including Sentinel-2, Landsat, and MODIS for applications like agriculture monitoring and deforestation tracking.

Enables LLM clients to convert addresses to coordinates (forward geocoding), coordinates to addresses (reverse geocoding), and lookup Google Place IDs using the Google Maps Geocoding API with support for multiple languages and advanced filtering.

A Model Context Protocol server that provides Google Maps API integration, allowing users to search locations, get place details, geocode addresses, calculate distances, obtain directions, and retrieve elevation data through LLM processing capabilities.

MCP server that exposes Google Business Profile / Google My Business REST APIs as MCP tools, returning Google API responses directly without added workflow or business logic.

Enables AI agents to query verifiable physical-world ground truth for any point on Earth — water availability, seismic and space-weather hazard, ground stability, and resource indications — with every answer backed by a Bitcoin-anchored provenance record that can be independently verified. It also lets agents check whether an Earth-science hypothesis has already been tested, list documented nulls and retractions, and run bounded controlled tests that return UNTESTABLE rather than fabricate a result.

Enables fetching Google Maps reviews and place info without authentication by using a mobile user-agent with Playwright.

Give your AI agent live Google Maps search, review, and photo data through one secure MCP connection.

Integrates Google Maps routing and traffic capabilities with Claude AI for advanced route planning, real-time traffic analysis, route comparison, and trip cost estimation including fuel and tolls.

Enables deploying an Earth Engine MCP server in Docker, integrating with Claude Desktop to perform geospatial analysis using 11 Earth Engine tools for tasks like wildfire risk, flood risk, and agricultural monitoring.

Enables Claude Desktop to access Google Maps services including geocoding, place search, directions, distance calculations, and elevation data through stdio communication. Provides comprehensive location-based functionality with direct Google Maps API integration.

Enables interaction with Google Maps API for geocoding, place search, directions, distance matrices, and elevation data through natural language.

Provides MCP tools for Google Maps services including directions, geocoding, distance matrix, and places search.

Integrates with Google Places API to allow searching, retrieving details, and finding nearby places through an MCP server interface.

Search for places using Google Maps Places API and retrieve place photos. Supports text-based place searches with details like ratings, hours, and addresses.

Standalone MCP server exposing Google Maps business search (name, address, phone, rating, hours, GPS coordinates) as a tool, backed by an Apify Actor. Free hosted endpoint included.

A Model Context Protocol server implementation that provides geospatial analysis tools in Jupyter notebooks, particularly for downloading NASA Earth data granules.

Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search and details, distance matrix, elevation, and directions through natural language.

Enables turning Google Maps queries into structured lead lists, extracting business names, phone numbers, websites, and reviews with asynchronous job control.