Singapore MCP by Olano
NPM · @OLANO/MCP-SINGAPORE · SCANNED SEP 20
Singapore public data, transport, rail, property, business, economy, weather, and analytics.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security100
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- No install/post-install scripts declared.Pass
- 0 of 15 dependencies flagged as unhealthy. View diagnostics → Pass
Provenance & Transparency100
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to olano-ai/mcp-singapore). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 29 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability78
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 12412 tokens (~42/item across 294 items; 291 tools + 3 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
- No destabilizing schema changes in the last 30 days.Pass
Tool Coverage68
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 4% of tool parameters carry a description.Partial
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 291 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 293 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
How do I install the Singapore MCP by Olano server?
Singapore MCP by Olano runs locally as an npm package, launched with npx -y @olano/mcp-singapore. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
npm · @olano/mcp-singapore
claude mcp add olano-ai-mcp-singapore -- npx -y @olano/mcp-singapore
{
"mcpServers": {
"olano-ai-mcp-singapore": {
"command": "npx",
"args": [
"-y",
"@olano/mcp-singapore"
]
}
}
} {
"servers": {
"olano-ai-mcp-singapore": {
"command": "npx",
"args": [
"-y",
"@olano/mcp-singapore"
]
}
}
} codex mcp add olano-ai-mcp-singapore -- npx -y @olano/mcp-singapore
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"olano-ai-mcp-singapore": {
"type": "local",
"command": [
"npx",
"-y",
"@olano/mcp-singapore"
],
"enabled": true
}
}
} openclaw mcp add olano-ai-mcp-singapore --command npx --arg -y --arg @olano/mcp-singapore
mcp_servers:
olano-ai-mcp-singapore:
command: "npx"
args: ["-y", "@olano/mcp-singapore"] {
"McpServers": {
"olano-ai-mcp-singapore": {
"Transport": "stdio",
"Command": "npx",
"Arguments": [
"-y",
"@olano/mcp-singapore"
]
}
}
} assistant mcp add olano-ai-mcp-singapore -t stdio -c npx -a -y @olano/mcp-singapore
{
"mcpServers": {
"olano-ai-mcp-singapore": {
"command": "npx",
"args": [
"-y",
"@olano/mcp-singapore"
]
}
}
} Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 19 Sept 26 0
- Stability: 0.97 → pass security
- 17 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 90 to 93. That category is still filling its 30-day observation window: 27 days of observed history at the previous scan, 28 at this one. The score rises as the window fills, whether or not the server changes.
- 15 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 83 to 87. That category is still filling its 30-day observation window: 25 days of observed history at the previous scan, 26 at this one. The score rises as the window fills, whether or not the server changes.
- 13 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 77 to 80. That category is still filling its 30-day observation window: 23 days of observed history at the previous scan, 24 at this one. The score rises as the window fills, whether or not the server changes.
- 11 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 70 to 73. That category is still filling its 30-day observation window: 21 days of observed history at the previous scan, 22 at this one. The score rises as the window fills, whether or not the server changes.
- 9 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.
- 7 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.
- 5 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 50 to 53. That category is still filling its 30-day observation window: 15 days of observed history at the previous scan, 16 at this one. The score rises as the window fills, whether or not the server changes.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 20 Sept 2026 · Analysed npm/@olano/mcp-singapore@0.4.1
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | npm |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | olano-ai/mcp-singapore |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/olano-ai/mcp-singapore/.github/workflows/publish.yml@refs/heads/main |
| Rekor log index | 2546700080 |
| Predicate type | https://slsa.dev/provenance/v1 |
| Subject digest | sha512:187935bd999d6e663557ad3bd88671375fc8fd848d6027c5f4d2c5e764d2a21610ad0425f9079cdb32b6c742391da3210a65e26a11291fcbad6f45ed0 |
Background: How many MCP packages publish verified provenance →
Dependencies 15 packages
| Packages resolved | 15 |
|---|---|
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
lta_bus_arrivals Get live bus arrivals ~42
Get real-time bus arrival estimates for an LTA bus stop code.
| Name | Type | Req | Description |
|---|---|---|---|
| busStopCode | string | yes | – |
| serviceNumber | string | – | – |
No output schema declared.
No examples provided.
lta_carpark_availability Get carpark availability ~29
Get current availability for participating HDB, LTA, and URA carparks.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
lta_list_bus_stops List Singapore bus stops ~31
List LTA bus stops in pages of 500 records.
| Name | Type | Req | Description |
|---|---|---|---|
| skip | integer | – | – |
No output schema declared.
No examples provided.
lta_taxi_availability Get available taxi locations ~23
Get coordinates of taxis currently reported as available for hire.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
lta_traffic_images Get live traffic camera images ~26
Get LTA links and coordinates for current expressway and checkpoint traffic images.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
lta_traffic_incidents Get current traffic incidents ~29
Get accidents, breakdowns, road blocks, diversions, and other current incidents.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
mas_fx_freshness Check MAS exchange rates freshness ~24
Inspect official metadata and sample dates to flag stale or frozen data.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
mas_fx_metadata MAS exchange rates: metadata ~46
Get official metadata and schema for MAS exchange rates. Source: data.gov.sg dataset d_b2b7ffe00aaec3936ed379369fdf531b (MAS).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
mas_fx_profile Profile MAS exchange rates ~31
Profile fields and numeric ranges from a bounded sample of MAS exchange rates.
| Name | Type | Req | Description |
|---|---|---|---|
| sampleSize | integer | – | – |
No output schema declared.
No examples provided.
mas_fx_search Search MAS exchange rates ~65
Search and page through MAS exchange rates. Source: data.gov.sg dataset d_b2b7ffe00aaec3936ed379369fdf531b (MAS).
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| offset | integer | – | – |
| query | string | – | – |
No output schema declared.
No examples provided.
median_income_freshness Check Median gross monthly income freshness ~24
Inspect official metadata and sample dates to flag stale or frozen data.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
median_income_metadata Median gross monthly income: metadata ~49
Get official metadata and schema for Median gross monthly income. Source: data.gov.sg dataset d_aa75b9227b47cbc12ffe0e3be4979546 (MOM).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
median_income_profile Profile Median gross monthly income ~32
Profile fields and numeric ranges from a bounded sample of Median gross monthly income.
| Name | Type | Req | Description |
|---|---|---|---|
| sampleSize | integer | – | – |
No output schema declared.
No examples provided.
median_income_search Search Median gross monthly income ~68
Search and page through Median gross monthly income. Source: data.gov.sg dataset d_aa75b9227b47cbc12ffe0e3be4979546 (MOM).
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| offset | integer | – | – |
| query | string | – | – |
No output schema declared.
No examples provided.
moe_schools_freshness Check MOE schools freshness ~26
Inspect official metadata and sample dates to flag stale or frozen data.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
moe_schools_metadata MOE schools: metadata ~51
Get official metadata and schema for MOE schools. Source: data.gov.sg dataset d_688b934f82c1059ed0a6993d2a829089 (MOE).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
moe_schools_near Find schools near a Singapore location ~102
Resolve an address or use WGS84 coordinates, query official OneMap education themes within a bounding extent, and rank results by true haversine distance. Requires ONEMAP_TOKEN.
| Name | Type | Req | Description |
|---|---|---|---|
| latitude | number | – | – |
| limit | integer | – | – |
| location | string | – | – |
| longitude | number | – | – |
| postalCode | string | – | – |
| postal_code | string | – | – |
| radiusMetres | integer | – | – |
No output schema declared.
No examples provided.
moe_schools_profile Profile MOE schools ~33
Profile fields and numeric ranges from a bounded sample of MOE schools.
| Name | Type | Req | Description |
|---|---|---|---|
| sampleSize | integer | – | – |
No output schema declared.
No examples provided.
moe_schools_search Search MOE schools ~70
Search and page through MOE schools. Source: data.gov.sg dataset d_688b934f82c1059ed0a6993d2a829089 (MOE).
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| offset | integer | – | – |
| query | string | – | – |
No output schema declared.
No examples provided.
onemap_reverse_geocode Reverse geocode Singapore coordinates ~47
Resolve WGS84 latitude and longitude to nearby Singapore address information.
| Name | Type | Req | Description |
|---|---|---|---|
| bufferMetres | integer | – | – |
| latitude | number | yes | – |
| longitude | number | yes | – |
No output schema declared.
No examples provided.
onemap_route Plan a route in Singapore ~61
Calculate a OneMap route between two WGS84 coordinates.
| Name | Type | Req | Description |
|---|---|---|---|
| endLatitude | number | yes | – |
| endLongitude | number | yes | – |
| routeType | string | – | – |
| startLatitude | number | yes | – |
| startLongitude | number | yes | – |
No output schema declared.
No examples provided.
onemap_search Search Singapore addresses ~49
Search OneMap for Singapore addresses, buildings, roads, postal codes, and POIs.
| Name | Type | Req | Description |
|---|---|---|---|
| includeGeometry | boolean | – | – |
| page | integer | – | – |
| query | string | yes | – |
No output schema declared.
No examples provided.
population_freshness Check Population indicators freshness ~23
Inspect official metadata and sample dates to flag stale or frozen data.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
population_metadata Population indicators: metadata ~48
Get official metadata and schema for Population indicators. Source: data.gov.sg dataset d_3d227e5d9fdec73f3bcadce671c333a6 (DOS).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
population_profile Profile Population indicators ~29
Profile fields and numeric ranges from a bounded sample of Population indicators.
| Name | Type | Req | Description |
|---|---|---|---|
| sampleSize | integer | – | – |
No output schema declared.
No examples provided.
population_search Search Population indicators ~67
Search and page through Population indicators. Source: data.gov.sg dataset d_3d227e5d9fdec73f3bcadce671c333a6 (DOS).
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| offset | integer | – | – |
| query | string | – | – |
No output schema declared.
No examples provided.
rail_get_station Get a Singapore rail station ~38
Get one station complex by exact English station name or station code, including every line and code at an interchange.
| Name | Type | Req | Description |
|---|---|---|---|
| identifier | string | yes | – |
No output schema declared.
No examples provided.
rail_get_station_connections Get published rail-code connections for a station ~48
Show line membership, interchange status, and previous/next published station codes for an exact station name or code. This is snapshot topology, not live routing.
| Name | Type | Req | Description |
|---|---|---|---|
| identifier | string | yes | – |
No output schema declared.
No examples provided.
rail_get_station_exits Get all exits for a Singapore rail station ~36
Resolve an exact station name or code and return every official exit point for that station complex.
| Name | Type | Req | Description |
|---|---|---|---|
| identifier | string | yes | – |
No output schema declared.
No examples provided.
rail_historical_station_counts Get historical Singapore MRT and LRT station counts ~55
Return LTA’s published historical station-count series. Coverage is 2004–2017 and excludes 2015–2016 records.
| Name | Type | Req | Description |
|---|---|---|---|
| fromYear | integer | – | – |
| toYear | integer | – | – |
No output schema declared.
No examples provided.
rail_list_exits List Singapore MRT and LRT station exits ~57
List official station-exit points, optionally filtered by station name/code and exit label.
| Name | Type | Req | Description |
|---|---|---|---|
| exitCode | string | – | – |
| limit | integer | – | – |
| offset | integer | – | – |
| stationQuery | string | – | – |
No output schema declared.
No examples provided.
rail_list_interchanges List Singapore rail interchanges ~56
List station complexes associated with more than one official line code in the January 2025 code snapshot.
| Name | Type | Req | Description |
|---|---|---|---|
| includeMrtLrtConnections | boolean | – | – |
| limit | integer | – | – |
| offset | integer | – | – |
No output schema declared.
No examples provided.
rail_list_lines List official Singapore train line codes ~43
List the line-code and direction records in LTA’s February 2024 snapshot, enriched with station-code prefixes and current package counts.
| Name | Type | Req | Description |
|---|---|---|---|
| system | string | – | – |
No output schema declared.
No examples provided.
rail_list_stations List Singapore MRT and LRT stations ~67
List station locations with official codes, lines, Chinese names, exit-derived coordinates, and snapshot status.
| Name | Type | Req | Description |
|---|---|---|---|
| codeSnapshotStatus | string | – | – |
| limit | integer | – | – |
| line | string | – | – |
| offset | integer | – | – |
| system | string | – | – |
No output schema declared.
No examples provided.
rail_list_stations_by_line List stations on a Singapore rail line ~52
List stations using an official LTA line code, station-code prefix, or exact line name.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| line | string | yes | – |
| offset | integer | – | – |
No output schema declared.
No examples provided.
rail_nearest_exits Find nearest Singapore rail station exits ~57
Find individual official MRT/LRT exit points by straight-line distance from Singapore coordinates.
| Name | Type | Req | Description |
|---|---|---|---|
| latitude | number | yes | – |
| limit | integer | – | – |
| longitude | number | yes | – |
| radiusMetres | number | – | – |
No output schema declared.
No examples provided.
rail_nearest_stations Find nearest Singapore rail stations ~69
Find station complexes by straight-line distance to their mean official exit location. This is not walking-route distance.
| Name | Type | Req | Description |
|---|---|---|---|
| latitude | number | yes | – |
| limit | integer | – | – |
| longitude | number | yes | – |
| radiusMetres | number | – | – |
| system | string | – | – |
No output schema declared.
No examples provided.
rail_nearest_stations_to_address Find nearest Singapore rail stations to an address ~73
Resolve a Singapore address or postal code through OneMap, then find stations by straight-line distance to mean official exit locations. Requires ONEMAP_TOKEN.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| query | string | yes | – |
| radiusMetres | number | – | – |
| system | string | – | – |
No output schema declared.
No examples provided.
rail_network_summary Summarize the Singapore rail network snapshot ~32
Summarize named station locations, exits, systems, line membership, and source coverage in the bundled official snapshots.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
rail_search_stations Search Singapore MRT and LRT stations ~45
Search by station name, station code, Chinese name, or line name, with exact matches ranked first.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| query | string | yes | – |
No output schema declared.
No examples provided.
rail_source_metadata Describe Singapore rail data sources ~28
Return authoritative source URLs, coverage dates, derivation details, and limitations for this rail package.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
retail_sales_freshness Check Retail Sales Index freshness ~24
Inspect official metadata and sample dates to flag stale or frozen data.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
retail_sales_metadata Retail Sales Index: metadata ~47
Get official metadata and schema for Retail Sales Index. Source: data.gov.sg dataset d_6b78d625911483860e162288a4000a0c (DOS).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
retail_sales_profile Profile Retail Sales Index ~31
Profile fields and numeric ranges from a bounded sample of Retail Sales Index.
| Name | Type | Req | Description |
|---|---|---|---|
| sampleSize | integer | – | – |
No output schema declared.
No examples provided.
retail_sales_search Search Retail Sales Index ~66
Search and page through Retail Sales Index. Source: data.gov.sg dataset d_6b78d625911483860e162288a4000a0c (DOS).
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| offset | integer | – | – |
| query | string | – | – |
No output schema declared.
No examples provided.
retail_sales_yoy Calculate Singapore retail sales year-on-year change ~41
Select an official monthly Retail Sales Index series and calculate same-month year-on-year changes.
| Name | Type | Req | Description |
|---|---|---|---|
| periods | integer | – | – |
| series | string | – | – |
No output schema declared.
No examples provided.
sg_acra_formations_by_ssic Compatibility route: sg_acra_formations_by_ssic ~46
Uses official formation series by industry; ACRA public entity shards are not a complete historical formation event feed. Canonical Olano tool: business_formations_compare.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
sg_acra_get_entity Compatibility route: sg_acra_get_entity ~34
Exact UEN resolution remains subject to public-dataset coverage. Canonical Olano tool: acra_get_entity.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
sg_acra_search_entities Compatibility route: sg_acra_search_entities ~30
Searches the 27 official entity shards. Canonical Olano tool: acra_search_entities.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
sg_air_temperature Compatibility route: sg_air_temperature ~23
Official station temperature observations. Canonical Olano tool: weather_temperature.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
What is the Singapore MCP by Olano server?
Singapore MCP by Olano is listed in the public MCP registry as io.github.olano-ai/mcp-singapore. Singapore public data, transport, rail, property, business, economy, weather, and analytics. This page covers its npm package (@olano/mcp-singapore).
Is the Singapore MCP by Olano server safe to use?
Singapore MCP by Olano scores 93 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 20 September 2026. It declares no install or post-install scripts. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the Singapore MCP by Olano server expose?
Singapore MCP by Olano exposes 291 tools: datagov_list_datasets, datagov_get_dataset_metadata, datagov_list_dataset_rows, datagov_get_realtime, onemap_search, and 286 more. Their descriptions and schemas cost roughly 12,264 tokens of context every time the server is loaded.
Is the Singapore MCP by Olano server still maintained?
Singapore MCP by Olano is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the Singapore MCP by Olano server under?
Singapore MCP by Olano declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.