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Singapore MCP by Olano MCP server

by olano-ai·io.github.olano-ai/mcp-singapore·v0.4.1
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Singapore public data, transport, rail, property, business, economy, weather, and analytics.

B82/100grade B
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Safety scan
B82/100

full report

Adoption
Growing

7 stars

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Nobody has reviewed Singapore MCP by Olano yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Singapore MCP by Olano tools (5)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • singapore_cache_info

    Show whether the optional persistent public-response cache is enabled.

  • singapore_company_brief

    Combine official ACRA public-entity matches with current SingStat business-formation context.

  • singapore_location_brief

    Combine OneMap address results with the current two-hour Singapore weather forecast.

  • singapore_market_context

    Retrieve bounded official observations for GDP, CPI, retail sales, employment, income and exchange rates in one call.

  • singapore_property_area_brief

    Combine HDB or URA public transaction evidence with optional OneMap address context.

Public scan report

scanner v0.1.9 · 2026-09-22 · same rubric, same numbers if you re-run it

no findings
  • Code scan11 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 18 days ago15/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 82/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

What the publisher says

From the Singapore MCP by Olano repository's README, as published. We do not edit it. Read it on GitHub

🇸🇬 Singapore MCP by Olano

Ask Claude or Codex questions about Singapore property, MRT/LRT, buses, companies, weather, the economy, public services, and official financial reference data.

291 read-only tools · 8 Agent Skills · 7 plugins · stdio and Streamable HTTP

Try it right now, without installing anything. Message

@OlanoSGBot on Telegram and ask a Singapore question in plain

English. It is free to use and needs no API key. See

Try it on Telegram.

Built and maintained in Singapore by Olano — the olano.ai platform for applied AI, and olano.sg, our Singapore AI studio. Singapore MCP is the studio's open contribution to the local AI community, and it is free to use under the MIT licence.

Singapore MCP is an independent community project. It is not affiliated with, endorsed by, or an

official product of the Singapore Government or any government agency. “Official” below describes

an upstream data source, not this software.

Overview

Singapore MCP is a read-only bridge between an AI client and Singapore's official public data: data.gov.sg, OneMap, LTA DataMall, and SingStat. Every answer keeps its source agency, dataset identifier, observation period, units, and freshness caveats, so you can check the work. Most of it runs with no API key at all.

The monorepo separates provider access, reusable analysis, and user-facing workflows. Install the aggregate server for the complete experience or a focused executable when you only need one provider.

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Install directly

Runs npx -y @olano/mcp-singapore on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add mcp-singapore -- npx -y @olano/mcp-singapore
Add to Cursor

Singapore MCP by Olano: common questions

Is Singapore MCP by Olano MCP server safe?
Mostly: it is graded B (82/100). Read the Singapore MCP by Olano safety report
How do I install Singapore MCP by Olano?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Singapore MCP by Olano need an API key?
Yes. The registry entry asks for DATA_GOV_SG_API_KEY, ONEMAP_TOKEN, LTA_DATAMALL_API_KEY.
Is Singapore MCP by Olano maintained?
The last commit was 19 days ago (2026-09-04). The latest release is v0.4.1.
What can I use instead of Singapore MCP by Olano?
Servers from other publishers that do the same job: France Data MCP server, Korea Benefits Eligibility MCP server and Weather Data MCP Server. Compare all Singapore MCP by Olano alternatives.

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