Singapore Location Intelligence MCP
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- FlicenseAqualityDmaintenanceProvides real-time access to Singapore's Land Transport Authority data, including bus arrivals, traffic conditions, train updates, and carpark availability.7-
- FlicenseAqualityNot gradedmaintenanceFacilitates real-time access to Singapore's Land Transport Authority (LTA) transportation data, offering insights into bus arrivals, train services, traffic conditions, and more through integration with the LTA DataMall API.473-
- FlicenseNot gradedqualityDmaintenanceProvides comprehensive access to Singapore's OneMap APIs, enabling AI assistants to perform location searches, routing, and coordinate conversions. It features over 35 tools for accessing thematic layers, population statistics, and public transport data.-
- FlicenseNot gradedqualityDmaintenanceProvides real-time Singapore bus information, including arrival times, routes, and stop details via the LTA DataMall API.1-
- FlicenseNot gradedqualityCmaintenanceProvides AI agents with live, structured access to Singapore government open data including weather, transport, property, and company registry via 35 well-described tools.1-
- FlicenseNot gradedqualityCmaintenanceProvides current weather conditions and forecasts for Singapore from official NEA APIs, enabling users to query real-time weather data and multi-day forecasts through natural language.-
TDQS
Scored across 13 tools
Most tools have distinct purposes, such as find_bus_stops for locating stops and get_bus_arrival for real-time arrivals, but there is some overlap between get_weather_conditions and get_weather_advisory, which could cause confusion. Overall, descriptions help clarify boundaries, but minor ambiguity exists in weather-related tools.
All tool names follow a consistent verb_noun pattern using snake_case, such as find_bus_stops, get_bus_arrival, and search_location. This uniformity makes the tool set predictable and easy to navigate, with no deviations in naming conventions.
With 13 tools, the count is well-scoped for a location intelligence server covering transportation, weather, and geocoding in Singapore. Each tool serves a clear purpose, such as journey planning or bus stop searches, without feeling excessive or insufficient for the domain.
The tool set provides comprehensive coverage for Singapore location intelligence, including transportation (bus, train, taxi), weather, geocoding, and journey planning. Minor gaps exist, such as no tool for traffic conditions or detailed train schedules, but agents can work around these with the available tools for core workflows.