Neshan MCP Server
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- AlicenseNot gradedqualityDmaintenanceProvides access to Neshan Maps API (Iran) for geocoding, directions, and place search, enabling location-based queries and map interactions.8 npmMIT
- AlicenseAqualityBmaintenanceEnables AI assistants to access Google Maps services including places search, details, directions, geocoding, and nearby search through natural language.628 PyPI2MIT
- AlicenseAqualityAmaintenanceEnables AI assistants to search places and addresses, compute driving, walking, and kickboard routes, optimize waypoints, and calculate distance and time matrices. Results can be displayed as interactive maps within conversations.12198 npmMIT
- 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.507 npmMIT

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.813 npm7Apache 2.0- AlicenseAqualityDmaintenanceProvides map services such as geocoding, POI search, and route planning through the Amap API, enabling AI applications to interact with map data via natural language.12MIT
TDQS
Scored across 16 tools
Each tool has a clearly distinct purpose: geocoding (with two variants clearly differentiated), routing, distance matrix, isochrones, map matching, search, reverse geocoding, static maps (standard and arc), traffic analytics, deeplinks, TSP, and VRP. No two tools overlap, and descriptions provide explicit guidance on when to use each.
All tool names follow a consistent 'neshan_' prefix followed by a descriptive snake_case name (e.g., 'neshan_direction', 'neshan_geocode_plus', 'neshan_vrp_logistic'). The naming pattern is uniform and predictable across all 16 tools.
With 16 tools covering geocoding, routing, search, static maps, traffic, optimization, and more, the count is well-scoped for a comprehensive mapping server. Each tool serves a distinct function without redundancy or excessive granularity.
The tool surface is remarkably complete for a mapping API server. It includes forward/reverse geocoding, routing, distance matrix, isochrones, map matching, search, static maps (with arc variant), traffic analytics, deeplinks, interactive map view, TSP, and VRP. No obvious gaps for core mapping workflows.