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
2,698 npm
361
MIT
Magic Lane MCP Server
Officialby magiclane
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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
ActivityStale
ResponsivenessNo issues