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  • F
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    Enables users to draw GIS geometry on an interactive map and get clean, validated GeoJSON to hand off to other GIS MCP servers such as FEMA flood screening and USGS hydrography.
    3
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  • A
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    quality
    B
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    An MCP server for the iNavi Maps API that gives AI assistants iNavi Maps API specifications and ready-to-use HTML templates for interactive map visualizations (geocoding, POI search, route planning).
    6
    139 npm
    MIT
  • A
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    A
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    B
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    Enables reading and analysis of vector spatial data through Claude Desktop, supporting formats like FileGDB, Shapefile, GeoJSON, and GeoPackage with tools for layer listing, schema inspection, field statistics, feature extraction, and interactive map rendering.
    9
    4
    MIT
  • A
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    Enables AI assistants to search places and addresses, compute driving, walking, and kickboard routes, optimize waypoints, and calculate distance and time matrices. Results can be displayed as interactive maps within conversations.
    12
    68 npm
    MIT
  • A
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    Serves country facts, administrative boundary GeoJSON, and per-region population, area, and capital statistics as structured data, letting an AI assistant build interactive maps, comparisons, and multilingual geography content instead of reciting prose. It also normalises region names across sources so boundary shapes can be joined to their statistics.
    3
    MIT
  • A
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    A
    quality
    B
    maintenance
    The geospatial toolkit for AI agents. 6 tools, zero config — give any LLM the ability to parse, convert, query, and aggregate spatial data out of the box. Or just make a bounding box :) Every response includes a verification link to vibhorsingh.com/boundingbox so you can visually confirm results on an interactive map.
    10
    107 npm
    3
    MIT
  • A
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    Enables AI agents to become geospatially intelligent assistants with tools for location search, smart routing, round trip planning, reverse geocoding, isochrone analysis, route visualization, geofence management, and interactive map display.
    8
    17 npm
    7
    Apache 2.0
  • A
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    C
    maintenance
    Enables interactive kepler.gl maps to render inside MCP host chats and lets agents control them through map tools such as loading data, adding layers, and switching basemaps.
    MIT
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    Enables intuitive property searches in San Francisco with an interactive split view of listing cards and a map, supporting local filtering, saving, and map navigation through view tools.
    MIT
  • A
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    B
    maintenance
    A standalone stdio MCP server that exposes 13 resources, 3 prompts and 7 tools for assembling interactive, replayable HTML interfaces such as calculators, charts, maps, flowcharts and small apps. It returns the generated HTML document for the calling client to decide whether and how to display.
    68 npm
    MIT
  • A
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    F
    maintenance
    Enables users to search for geographic locations and visualize them on an interactive 3D globe powered by CesiumJS and OpenStreetMap. It provides tools for geocoding addresses and rendering maps with specific bounding boxes through the Model Context Protocol.
    844 npm
    MIT
  • A
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    C
    maintenance
    Enables AI agents to access Mapbox location services for geocoding, POI search, multi-modal routing, travel time analysis, isochrones, map matching, and interactive/static map rendering through natural language.
    4,065 npm
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables MCP clients to access Google Earth Engine's satellite imagery and geospatial analysis capabilities. Provides tools for vegetation analysis, crop classification, disaster monitoring, and interactive map creation using petabytes of satellite data.
    10 npm
    220
    MIT
  • A
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    B
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    Enables users to discover Iekei-style ramen shops across Japan through three interactive UI modes: filtering by prefecture, flavor profile, and keyword; finding the five nearest shops from a location or place name; and browsing nationwide shops plotted on a map of Japan. Shop data comes from OpenStreetMap and the server runs on Cloudflare Workers with no external database or API keys.
    ISC
  • A
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    An MCP server that provides current weather, hourly and 7-day forecasts, and air quality data for any city or zip code, with an interactive React UI and support for both stdio and HTTP transports.
    MIT
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    An MCP app that displays interactive Paris real estate price statistics per arrondissement inside Claude, with map, comparison, and address search.
    3
    MIT
  • A
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    C
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    Enables visualizing GeoJSON data on an interactive map directly in Claude Desktop, allowing users to request maps of information found or generated.
    MIT
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    Enables Claude to find Bay Area places and stops and plan complete door-to-door journeys — walking legs, transit routes, transfers, and departure/arrival times, including deadlines and comparisons with walking or cycling — without API keys or authentication. Results come as readable itineraries plus structured data, with an interactive itinerary widget in supporting clients.
    1
    MIT
  • A
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    Enables weather data retrieval and visualization with support for geocoding, multi-day forecasts, historical weather queries, and natural language processing through LangChain integration. Supports both current and historical weather data with interactive charts and multiple language support.
    MIT
  • A
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    A FastAPI and fastmcp based Amap Navigation MCP tool that provides interactive map navigation with real-time route planning and WebSocket communication.
    MIT
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    Enables interactive glacier mapping by rendering GeoTIFFs in a browser map where users can draw and edit polygons, while AI agents access and manipulate every vertex through MCP tools. Supports exporting the resulting geometry to shapefile.
    MIT
  • F
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    An interactive travel planning server that integrates flight searching, weather forecasting, and route calculation through external APIs like Amadeus and OpenWeather. It uses the Model Context Protocol to enable AI assistants to autonomously manage travel logistics and discover local services.
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  • F
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    Enables exploring recent USGS earthquakes by magnitude, depth, place, and time range through an interactive map widget, along with detailed event records and impact/reconstruction assessments.
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  • F
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    MCP server that enables LLMs to create and control interactive MapLibre maps by placing markers, drawing paths, and rendering polygons directly in Claude Desktop.
    1
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  • F
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    B
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    Enables conversational spatial SQL queries in plain English, turning natural language questions into validated PostGIS operations and rendering results as GeoJSON on an interactive map.
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  • F
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    D
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    Enables users to search for locations, businesses, and points of interest on an interactive OpenStreetMap map within ChatGPT conversations.
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  • F
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    Searches restaurants via Google Places API and returns an interactive carousel, ready for Mistral Le Chat / Alpic.
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  • F
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    Enables comparison of residential candidate areas by land price, station walking time, and public transit commute, with PMTiles-powered interactive maps. Provides MCP tools for listing layers, retrieving land prices, computing commutes, finding and comparing areas, and building area maps.
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