TomTom 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.7,256 npmBSD 3-Clause

Magic Lane MCP Serverofficial
AlicenseBqualityCmaintenanceEnables 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.85 npm7Apache 2.0- AlicenseNot gradedqualityDmaintenanceEnables 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.7,256 npmMIT
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TDQS
Scored across 17 tools
The five search tools (fuzzy-search, poi-search, nearby, area-search, ev-search) overlap conceptually, but their descriptions explicitly delimit each: location bias vs. radius vs. strict geometry vs. EV-specific, and poi-categories is clearly a code-lookup prerequisite. The map tools (dynamic-map vs. data-viz) are likewise explicitly contrasted (a few markers/polygons vs. heatmaps/clusters/large GeoJSON). A few internal app tools (get-app-data, report-app-status) are less clearly separated from the user-facing flow, keeping it from a 5.
All names share the uniform 'tomtom-' kebab-case prefix, giving a predictable family. However, the suffix style mixes bare nouns (routing, traffic) with verb-noun/verb-phrases (search-along-route, fuzzy-search, area-search, get-api-key), so the action isn't always encoded in the same position. Readable and consistent enough, with a minor stylistic deviation.
17 tools is on the heavy edge of the ideal band, but a mapping/traffic/geocoding domain genuinely needs multiple search modes, geocoding, routing, traffic, EV, and visualization. The four internal app-plumbing tools (get-api-key, get-app-config, get-app-data, report-app-status) add surface area that is irrelevant to most agent workflows, slightly bloating the set.
Core lifecycle is well covered: bidirectional geocoding, multiple constrained search modes plus category-code lookup, multi-stop routing, traffic incidents, EV search, and two visualization tools. Gaps exist for a mapping domain—no distance/time matrix, isochrone/reachable-range, or waypoint optimization—but these are minor relative to the stated live-traffic/navigation purpose.