Singapore Location Intelligence MCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| LOG_LEVEL | No | Logging level | info |
| ONEMAP_EMAIL | No | OneMap account email for authentication | |
| ONEMAP_TOKEN | No | OneMap API token for enhanced features | |
| CACHE_DURATION | No | Cache duration in seconds | 300 |
| LTA_ACCOUNT_KEY | Yes | Your LTA DataMall API key (required for core functionality) | |
| ONEMAP_PASSWORD | No | OneMap account password for authentication |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Server capabilities have not been inspected yet.
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| get_bus_arrivalB | Get real-time bus arrival times and information for a specific bus stop |
| find_bus_stopsC | Find bus stops by location name, coordinates, or road name |
| search_bus_stopsA | Advanced search for bus stops using fuzzy matching, Singapore abbreviations, and intelligent pattern recognition. Supports queries like "Opp Blk 910", "Bef Jurong East MRT", "CP near Orchard". |
| get_bus_stop_detailsC | Get comprehensive details about a specific bus stop including services, nearby amenities, accessibility information, and location context. |
| get_train_service_statusC | Check current train service status and any disruptions |
| plan_comprehensive_journeyC | Plan a comprehensive journey with step-by-step instructions, route visualization, and contextual information |
| get_nearby_taxisC | Find available taxis near a specified location |
| search_locationC | Search for locations in Singapore using addresses, postal codes, landmarks, or building names. Supports fuzzy search and intelligent query analysis. |
| resolve_postal_codeB | Resolve a Singapore postal code to detailed location information with high accuracy. |
| reverse_geocodeC | Get address and location information from latitude/longitude coordinates. |
| find_landmarks_and_facilitiesC | Discover landmarks, facilities, and points of interest near a location using Singapore's comprehensive thematic data |
| get_weather_conditionsC | Get comprehensive real-time weather conditions for Singapore with travel impact analysis and advisories. |
| get_weather_advisoryB | Get weather-based travel and activity advisories for Singapore with specific recommendations. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
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.