Mapbox MCP Server
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Alternatives to Mapbox MCP Server
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- 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.1,165 npmBSD 3-Clause
- 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.1,165 npmMIT

Mapbox MCP Serverofficial
AlicenseAqualityAmaintenanceProvides geospatial intelligence to AI agents through Mapbox APIs, enabling geocoding, routing, POI search, map images, and offline spatial calculations.281,165 npm356MIT- AlicenseAqualityAmaintenanceEnables AI assistants to interact with Mapbox developer APIs for style management, token management, and local processing tasks like GeoJSON preview and coordinate conversion.23241 npm60MIT
- AlicenseNot gradedqualityBmaintenanceProvides Mapbox geocoding, routing, isochrones, map matching, and static map images via a set of tools. Enables natural language querying through the Pipeworx gateway.MIT
- AlicenseNot gradedqualityCmaintenanceProvides geolocation, routing, and navigation tools including geocoding, place search, distance matrix, and turn-by-turn directions via NextBillion.ai APIs.7 npm1MIT
TDQS
Scored across 5 tools
The tools are mostly distinct, with clear separation between directions, geocoding, and matrix calculations. However, there is some potential for confusion between mapbox_directions and mapbox_directions_by_places, as well as between mapbox_matrix and mapbox_matrix_by_places, since each pair serves similar purposes but with different input formats (coordinates vs. place names).
All tool names follow a consistent pattern of 'mapbox_' prefix followed by a descriptive action (e.g., directions, geocoding, matrix) and optional qualifiers (e.g., by_places). This uniformity makes the tool set predictable and easy to understand.
With 5 tools, the server is well-scoped for its mapping and navigation domain. Each tool addresses a specific functionality (routing, geocoding, matrix calculations), and the count is neither too sparse nor overwhelming, fitting typical use cases effectively.
The tool set covers core mapping operations like routing, geocoding, and travel time calculations, with variations for coordinates and place names. A minor gap is the lack of tools for map rendering or static map image generation, which might be expected in a mapping context, but the provided tools support essential workflows without dead ends.