# Singstat Sg (npm · @pipeworx/mcp-singstat-sg)

SingStat Table Builder MCP — Department of Statistics Singapore.

- Trust score: 83/100 (high trust)
- Change this week: +4
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `gateway.pipeworx.io`: 77/100, [markdown](https://verifymcp.io/servers/pipeworx-io-singstat-sg/singstat-sg-mcp.md), [page](https://verifymcp.io/servers/pipeworx-io-singstat-sg/singstat-sg-mcp)
- npm · `@pipeworx/mcp-singstat-sg`: 83/100 (this document), [markdown](https://verifymcp.io/servers/pipeworx-io-singstat-sg/pipeworx-mcp-singstat-sg.md), [page](https://verifymcp.io/servers/pipeworx-io-singstat-sg/pipeworx-mcp-singstat-sg)

## Channel facts

- Registry: `npm`
- Package: `@pipeworx/mcp-singstat-sg`
- Version: `0.2.1`
- Transport: `stdio`

## Trust breakdown

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. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-05.

- **Supply Chain Security**: 100/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - No install/post-install scripts declared.
  - No production dependencies, so there is no dependency health to assess.
- **Provenance & Transparency**: 97/100
  - Source repository is publicly reachable at the declared URL.
  - Cryptographically verified build provenance (signed, bound to pipeworx-io/mcp-singstat-sg).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 0 days ago).
  - Security-disclosure policy not yet verified: we couldn't inspect the source repository.
- **Schema Quality & AI Usability**: 66/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 654 tokens (~218/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 23/100
  - Stability observed for 7 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the Singstat Sg MCP server?

Singstat Sg runs locally as an npm package, launched with npx -y @pipeworx/mcp-singstat-sg. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add pipeworx-io-singstat-sg -- npx -y @pipeworx/mcp-singstat-sg
```

### Cursor

```json
{
  "mcpServers": {
    "pipeworx-io-singstat-sg": {
      "command": "npx",
      "args": [
        "-y",
        "@pipeworx/mcp-singstat-sg"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "pipeworx-io-singstat-sg": {
      "command": "npx",
      "args": [
        "-y",
        "@pipeworx/mcp-singstat-sg"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add pipeworx-io-singstat-sg -- npx -y @pipeworx/mcp-singstat-sg
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "pipeworx-io-singstat-sg": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "@pipeworx/mcp-singstat-sg"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add pipeworx-io-singstat-sg --command npx --arg -y --arg @pipeworx/mcp-singstat-sg
```

### Hermes

```yaml
mcp_servers:
  pipeworx-io-singstat-sg:
    command: "npx"
    args: ["-y", "@pipeworx/mcp-singstat-sg"]
```

### Netclaw

```json
{
  "McpServers": {
    "pipeworx-io-singstat-sg": {
      "Transport": "stdio",
      "Command": "npx",
      "Arguments": [
        "-y",
        "@pipeworx/mcp-singstat-sg"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add pipeworx-io-singstat-sg -t stdio -c npx -a -y @pipeworx/mcp-singstat-sg
```

### Other

```json
{
  "mcpServers": {
    "pipeworx-io-singstat-sg": {
      "command": "npx",
      "args": [
        "-y",
        "@pipeworx/mcp-singstat-sg"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-05 (score 83, +4)

- [security regression] Tool safety: pass → unverified
- [security] Stability: Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet.
- [functional regression] Security disclosure: fail → unverified
- [functional regression] Capabilities: pass → unverified
- [functional regression] Tool coverage: 100 → unverified
- [functional improvement] Stability: unverified → 0.23
- [functional] First check of Schema quality: unverified
- [functional] Package version: 0.2.0 → 0.2.1

### 2026-11-01 (score 79, 0)

- [functional regression] Security disclosure: unverified → fail

### 2026-10-29 (score 79)

First indexed and scored.

## MCP tools (3)

### `search_tables` (~115 tokens)

Search Singapore official statistics tables (Department of Statistics Singapore) by keyword. Returns resource ids and titles. The `id` of a result (e.g. "M810001") is the resourceId used by table_data and table_metadata.

Input parameters:

- `keyword` (string, required): Search term, e.g. "population", "gdp", "cpi".
- `searchOption` (string): Where to match the keyword. "all" (default) searches everything, "title" only table titles, "variable" only variable names.

### `table_data` (~411 tokens)

Fetch the time-series data rows for a Singapore statistics table. Pass `resourceId` ONLY if you already have a real one from a prior search_tables/table_metadata call. Otherwise pass `search` with the topic in plain words (e.g. "resident unemployment rate", "gdp by industry") and this tool resolves the best-matching table itself — the response carries a `resolved` field naming exactly which table id and title were used, so NEVER guess or reuse an id you saw in an example; it is almost certainly for a different table. Data is returned under `Data` with a `row` array of series, each containing dated `columns`. Filter time periods with `timeFilter` (comma-separated periods like "2020,2021") or `between` (a from,to range like "2010,2020"); page with offset/limit.

Input parameters:

- `between` (string): Inclusive period range "from,to", e.g. "2010,2020".
- `limit` (integer): Max number of rows to return.
- `offset` (integer): Number of rows to skip (pagination).
- `resourceId` (string): A table id you already have (from search_tables or table_metadata). Omit this and use `search` instead when you only know the topic, not a real id — do not invent or copy one from an unrelated exampl…
- `search` (string): Free-text topic to resolve a resourceId automatically when you do not already have one, e.g. "resident unemployment rate". Ignored if `resourceId` is given. Equivalent to calling search_tables yourse…
- `seriesNoORrowNo` (string): Comma-separated series/row numbers to limit which series are returned.
- `sortBy` (string): Sort expression, e.g. "rowtext asc".
- `timeFilter` (string): Comma-separated specific periods to return, e.g. "2020,2021,2022".

### `table_metadata` (~72 tokens)

Get the structure/metadata for a Singapore statistics table by resourceId (get ids from search_tables): theme, subject, frequency, period coverage and the list of variables/series. Result is under `Data.records`.

Input parameters:

- `resourceId` (string, required): Table id from search_tables, e.g. "M810001".

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/pipeworx-io-singstat-sg/pipeworx-mcp-singstat-sg#diagnostics

## Score history

- 2026-11-05: 83
- 2026-11-04: 79
- 2026-11-03: 79
- 2026-11-02: 79
- 2026-11-01: 79
- 2026-10-31: 79
- 2026-10-30: 79
- 2026-10-29: 79

## Common questions

### What is the Singstat Sg MCP server?

Singstat Sg is an MCP server listed in the public MCP registry as io.github.pipeworx-io/singstat-sg. SingStat Table Builder MCP, Department of Statistics Singapore. This page covers its npm package (@pipeworx/mcp-singstat-sg).

### Is the Singstat Sg MCP server safe to use?

Singstat Sg scores 83 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 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 Singstat Sg MCP server expose?

Singstat Sg exposes 3 tools: search_tables, table_data, table_metadata. Their descriptions and schemas cost roughly 598 tokens of context every time the server is loaded.

### Is the Singstat Sg MCP server still maintained?

Singstat Sg is still listed as active in the MCP registry. We last reached this channel on 5 November 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 Singstat Sg MCP server under?

Singstat Sg declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

### What did VerifyMCP test on the Singstat Sg MCP server?

VerifyMCP ran 15 checks on Singstat Sg, covering Malware scan, Known CVEs, Install scripts, Dependency health and 11 more. One item could not be completed, a gap on our side rather than a finding about Singstat Sg: Security disclosure. Endpoint Security and Transport & Reachability do not apply to an npm package, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.

## Links

- npm package: https://www.npmjs.com/package/@pipeworx/mcp-singstat-sg
- Socket report: https://socket.dev/npm/package/@pipeworx/mcp-singstat-sg
- Repository: https://github.com/pipeworx-io/mcp-singstat-sg
- Website: https://pipeworx.io/packs/singstat-sg
- Changelog RSS feed: https://verifymcp.io/servers/pipeworx-io-singstat-sg/pipeworx-mcp-singstat-sg.xml
- Changelog JSON feed: https://verifymcp.io/servers/pipeworx-io-singstat-sg/pipeworx-mcp-singstat-sg/changelog.json
- Trust report (JSON): https://verifymcp.io/servers/pipeworx-io-singstat-sg/pipeworx-mcp-singstat-sg.json
- HTML version of this page: https://verifymcp.io/servers/pipeworx-io-singstat-sg/pipeworx-mcp-singstat-sg