Mapbox MCP Serverofficial
A
licenseA
qualityA
maintenanceProvides geospatial intelligence to AI agents through Mapbox APIs, enabling geocoding, routing, POI search, map images, and offline spatial calculations.
28
991 npm
356
MIT
Magic Lane MCP Server
Officialby magiclane
Related Servers
Alternatives to Magic Lane MCP Server
No user-submitted related servers found.
Related Servers
- AlicenseNot gradedqualityBmaintenanceEnables 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.991 npmMIT
ThinAir Geoofficial
AlicenseAqualityCmaintenanceLocation & routing intelligence for AI agents — geocoding, truck routing, traffic, weather, and place search.161942 npm1MIT- AlicenseAqualityDmaintenanceEnhances LLM capabilities with location-based services and geospatial data, enabling users to geocode addresses, find nearby points of interest, get directions, optimize meeting points, and analyze neighborhoods.12224MIT
- AlicenseNot gradedqualityDmaintenanceProvides AI applications with geospatial intelligence through Mapbox APIs, enabling geocoding, POI search, routing, travel time analysis, isochrone generation, and static map creation for location-aware functionality.991 npmBSD 3-Clause
- AlicenseAqualityDmaintenanceGeospatial API tools for AI agents — geocoding, reverse geocoding, routing, isochrone, distance matrix, static maps, H3 hexagons, elevation, GPS map-matching, point-in-polygon, address normalisation, timezone lookup, and batch geocoding. Built on OpenStreetMap infrastructure. Cost-effective alternative to Google Maps API.1819 npmMIT
TDQS
B3.3/5.0
Scored across 8 tools
Disambiguation3/5
Tools generally target different aspects, but geofence_manager's interactive_map overlaps with static_map_render, and isochrone_calculator's results can be rendered by static_map_render. route_planner and round_trip both produce routes, though round_trip is a specific type. These overlaps create moderate ambiguity.
Naming Consistency2/5
Tool names follow no consistent pattern: geofence_manager (noun_noun), isochrone_calculator (noun_noun), location_search (noun_noun), reverse_geocode (verb_noun), round_trip (adj_noun), route_planner (noun_noun), static_map_render (adj_noun_noun). Mixed conventions with no discernible verb_noun or noun_verb pattern.
Tool Count4/5
8 tools is reasonable for a location services MCP server. Each tool covers a distinct domain area (geocoding, routing, geofences, etc.), and the count is not excessive or insufficient.
Completeness3/5
Covers core location operations: geocoding, reverse geocoding, routing (multi-stop, round-trip), isochrones, geofence management, and map rendering. However, lacks batch operations, elevation data, or traffic-aware routing, and the bundling of interactive map within geofence_manager is a design quirk that creates a minor gap.
Maintenance
ActivitySlowing
ResponsivenessNo issues