"Methods for Categorizing Images" matching MCP servers:

Enables turning data into map images of countries, states, provinces, counties, continents, and the world, including choropleths, category maps, and pinned locations.

MCP server that wraps NVE's open GIS data to provide flood risk and landslide risk point lookups, with explicit uncertainty reporting (e.g., 'no data' vs 'safe') and source references.

MCP server that wraps open Norwegian neighborhood data, enabling queries for public transport coverage, traffic noise, and green areas around a location.

Generate styled map images (PNG/SVG) for any location, with customizable color themes and walking/driving routes, directly from Claude or any MCP-compatible AI assistant.

Enables genealogical research against FamilySearch through read-only tools, resolving historical places as they existed at a given date, searching indexed records and collections, fetching the page images behind them, and reading the community-edited shared tree as leads rather than sources. It works anonymously for the gazetteer and catalogue, and uses your own registered application's access token for records, images, and tree access.

Muslim Prayer Reminder MCP is a free, open-source server for calculated Muslim prayer times in AI assistants. It supports location and regional calculation methods, daily timetables, next-prayer countdowns, and local or remote MCP clients.

Provides geospatial intelligence to AI agents through Mapbox APIs, enabling geocoding, routing, POI search, map images, and offline spatial calculations.

Enables MCP clients to search for locations, fetch weather forecasts, and retrieve forecast meteogram images through the meteoblue Weather API.

Provides a local stdio server with tools for searching places, checking ride history and active ride status, listing payment methods, getting quotes, booking rides, and canceling active rides through a reverse-engineered Waymo rider API.

Enables agents to search places, get live fares and route previews, list payment methods, book rides, monitor ride and vehicle status, preview and confirm cancellations, and retrieve ride history for Tesla Robotaxi rider accounts.

Search for local businesses worldwide. Structured data optimized for AI agents. • Search Millions of businesses over 49 countries (Europe, Northamerica, Southamerica, Asia, Oceania) • Quality & demand scoring for every business • Ranking based on real user click-through data • No API key needed, free access • Rate limit: 500 requests/hour per IP

Enables AI assistants to answer plain-language queries about official real estate data in Germany and Austria, covering cadastral parcels, zoning plans, land values, buildings, terrain, 3D models, aerial images, and property listings. Parcel and listing results link to map views with outlines, plans, buildings, and aerial imagery.

Enables AI assistants to design 3D-printable, multi-colour OpenStreetMap models in chat by finding places, creating and editing designs, rendering images or rotatable 3D views, and sharing links that open the design in a configurator.

Enables to retrieve device information, images, media, location, thumbnails, and events from the Safie API through MCP.

Enables agents to search and retrieve live local happenings in New York City — music, theater, comedy, film, art, sports, festivals, markets, food and drink, classes, tours and nightlife — each with dates, times, prices, booking links and images. Two tools, search_directions and get_details, let assistants answer time-sensitive questions about what is happening nearby and return bookable results.

Enables searching golf courses for free and retrieving premium data such as scorecards, GPS mappings, course details, and green slope images via a credit-based API with explicit spend confirmation.

MCP server for querying Brazilian postal codes (CEP) from the official Correios source, supporting read-only lookups via natural language in any MCP-compatible client.

Enables location-aware AI agents to search for nearby places, get detailed place information including hours and ratings, and calculate routes with turn-by-turn directions using Google Maps APIs.

An MCP server for searching Sparkasse bank branches and ATMs by location, with filtering by type, facilities, and open status. Currently uses mock data but designed for easy integration with the real Sparkasse API.

Provides geographic coordinate geometry tools for computing midpoints, centroids, bounding boxes, and point-in-bbox tests, enabling spatial calculations via natural language queries.

Unified MCP server for place search and geocoding across Kakao, Naver, and Google Maps APIs with automatic provider fallback.

Read-only MCP server for querying Enel Rio de Janeiro's official list of installations using a single tool, hosted with prepaid pay-per-use pricing.

Enables AI agents to search and retrieve live Ticketmaster Discovery v2 data, including events, venues, attractions, classifications, images, and autocomplete suggestions. Supports filtering by keyword, location, date ranges, and market for event discovery.

Enables querying Mapillary street-level imagery metadata, including images near a location, image details, and computer-vision detections of objects and signs.

Provides foot-traffic and busyness forecasts for public venues, including hourly/daily busyness curves, live busyness comparisons, and queries by venue ID or name/address.

Provides Google Maps functionality through Cloud Run, enabling route calculation, traffic analysis, route comparison, and trip cost estimation with rate-limited public access.

Provides Mapbox geocoding, routing, isochrones, map matching, and static map images via a set of tools. Enables natural language querying through the Pipeworx gateway.

Search Apple Maps for businesses with Apple ratings and aggregated Yelp and TripAdvisor reviews. Useful for lead generation, restaurant research, and competitive analysis.

Lets MCP clients calculate taxi fare quotes, review upcoming and past bookings, fetch receipts, driver images and trip routes, check nearby taxis and live trip status, and resolve addresses or directions with a Google Maps key. Read tools are available by default, while booking, cancellation, payment and profile changes stay opt-in and require an explicit boolean confirmation.

Provides 15 geospatial utility tools for AI agents, covering coordinate transformation, spatial data validation, elevation/terrain, viewshed analysis, and drone flight planning.