Singapore Location Intelligence MCP
Provides comprehensive Singapore transport routing with real-time public transport data, weather-aware journey planning, postal code resolution, and Google Maps-quality turn-by-turn navigation across MRT, LRT, buses, and walking routes.
Caution. Specific findings reduced this grade. They are listed on the page. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
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siva-sub
Source: Glama
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The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.
get_bus_arrivalGet real-time bus arrival times and information for a specific bus stop
get_bus_stop_detailsGet comprehensive details about a specific bus stop including services, nearby amenities, accessibility information, and location context.
search_bus_stopsAdvanced 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".
find_bus_stopsFind bus stops by location name, coordinates, or road name
find_landmarks_and_facilitiesDiscover landmarks, facilities, and points of interest near a location using Singapore's comprehensive thematic data
search_locationSearch for locations in Singapore using addresses, postal codes, landmarks, or building names. Supports fuzzy search and intelligent query analysis.
resolve_postal_codeResolve a Singapore postal code to detailed location information with high accuracy.
reverse_geocodeGet address and location information from latitude/longitude coordinates.
plan_comprehensive_journeyPlan a comprehensive journey with step-by-step instructions, route visualization, and contextual information
get_nearby_taxisFind available taxis near a specified location
get_traffic_conditionsGet current traffic conditions, incidents, and road speeds
get_train_service_statusCheck current train service status and any disruptions
get_weather_conditionsGet comprehensive real-time weather conditions for Singapore with travel impact analysis and advisories.
get_weather_advisoryGet weather-based travel and activity advisories for Singapore with specific recommendations.
Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.
Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default
axios Vulnerable to Full Man-in-the-Middle via Prototype Pollution Gadget in `config.proxy`
axios Vulnerable to Credential Theft and Response Hijacking via Prototype Pollution Gadget in Config Merge
Axios is Vulnerable to Denial of Service via __proto__ Key in mergeConfig
Axios is vulnerable to DoS attack through lack of data size check
CACHE_DURATIONCache duration in seconds (default: 300)ENABLE_API_TESTINGENABLE_AUTO_COMPLETEENABLE_COST_OPTIMIZATIONENABLE_CROWD_PREDICTIONENABLE_FUZZY_SEARCHENABLE_LOCATION_CACHINGLOCATION_CACHE_DURATIONLOG_LEVELLogging level (default: info)LTA_ACCOUNT_KEYRequired. Your LTA DataMall API key ([Get here](https://datamall.lta.gov.sg/content/datamall/en/request-for-api.html))MAX_CONCURRENT_REQUESTSMAX_SEARCH_RESULTSMAX_WALK_DISTANCEONEMAP_EMAILOneMap account email for authenticationONEMAP_PASSWORDOneMap account password for authenticationONEMAP_TOKENOneMap API token for enhanced features ([Register here](https://developers.onemap.sg/register/))REQUEST_TIMEOUTSEARCH_TIMEOUTSKIP_TRAFFIC_APISTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
14/14 tools missing one or more hints — get_bus_arrival (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_bus_stop_details (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_bus_stops (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +11 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
License file
No license file
Add a LICENSE file (MIT, Apache-2.0, etc.).
Tool test coverage
Only 0/14 tools referenced in tests (0%)
Write tests that reference each tool by name so every tool has at least one test.
Production dependencies are patched
0 critical, 13 high severity in production deps — @modelcontextprotocol/sdk@0.5.0 (high), axios@1.10.0 (high)
Run npm audit fix, or upgrade the affected packages to a non-vulnerable version.
Dependency freshness
1/7 production deps stale: @mapbox/polyline@2023-09-14 (3y)
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