# Macau Stats (npm · @pipeworx/mcp-macau-stats)

Macau Statistics MCP — DSEC (Direcção dos Serviços de Estatística e Censos 澳門統計暨普查局 / Serviços de…

- Trust score: 84/100 (high trust)
- Change this week: +4
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `gateway.pipeworx.io`: 71/100, [markdown](https://verifymcp.io/servers/pipeworx-io-macau-stats/macau-stats-mcp.md), [page](https://verifymcp.io/servers/pipeworx-io-macau-stats/macau-stats-mcp)
- npm · `@pipeworx/mcp-macau-stats`: 84/100 (this document), [markdown](https://verifymcp.io/servers/pipeworx-io-macau-stats/pipeworx-mcp-macau-stats.md), [page](https://verifymcp.io/servers/pipeworx-io-macau-stats/pipeworx-mcp-macau-stats)

## Channel facts

- Registry: `npm`
- Package: `@pipeworx/mcp-macau-stats`
- 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-macau-stats).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 2 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 72/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 761 tokens (~126/item across 6 items; 6 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 6 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 7 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 Macau Stats MCP server?

Macau Stats runs locally as an npm package, launched with npx -y @pipeworx/mcp-macau-stats. 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-macau-stats -- npx -y @pipeworx/mcp-macau-stats
```

### Cursor

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

### VS Code

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

### Codex

```bash
codex mcp add pipeworx-io-macau-stats -- npx -y @pipeworx/mcp-macau-stats
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add pipeworx-io-macau-stats --command npx --arg -y --arg @pipeworx/mcp-macau-stats
```

### Hermes

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

### Netclaw

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

### Vellum

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

### Other

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

## 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 84, +1)

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-03 (score 83, +16)

- [security improvement] Malware scan: unverified → pass

### 2026-11-02 (score 67, −13)

- [security regression] Malware scan: pass → unverified
- [functional improvement] Stability: unverified → 0.13
- [functional] Package version: 0.2.0 → 0.2.1

### 2026-10-30 (score 80, 0)

- [functional regression] Security disclosure: unverified → fail

### 2026-10-29 (score 80)

First indexed and scored.

## MCP tools (6)

### `macau_indicators` (~169 tokens)

Catalogue of Macau's 143 official key statistical indicators (population, visitor arrivals, gaming revenue, CPI, unemployment, crime, births/deaths, and more) from DSEC (Macao Statistics and Census Service / 澳門統計暨普查局). Returns each indicator's id, name in English, 中文 (Traditional Chinese) and Portuguese, and reporting frequency. Pass `query` to filter by keyword (matches any language); omit it to list all 143. Use this to find the right id/name for `macau_indicator`. Answers "what economic indicators does Macau publish", "find Macau's tourism statistics".

Input parameters:

- `query` (string): Optional keyword to filter indicators by name, in English, 中文 or Portuguese, e.g. "gaming", "population", "turismo".

### `macau_indicator` (~267 tokens)

Latest published value (and, when a reliable match exists, recent history) for one of Macau's 143 DSEC key indicators. Pass either the numeric `id` from `macau_indicators`, or a `name` keyword (English, 中文 or Portuguese, e.g. "gross revenue of games of chance", "population", "turismo"). Always returns the current value with its reference period and unit; `periods` (default 24) additionally attempts a historical series by matching the indicator against DSEC's general statistics database — this succeeds for many series but not all (some key indicators, notably gaming revenue, exist only as a curated latest-value widget with no general-catalog counterpart), in which case `history` is null and `history_note` explains why. Sourced from DSEC's public TimeSeriesDatabase.asmx web service.

Input parameters:

- `id` (number): Numeric KeyIndicatorID from macau_indicators, e.g. 15 for "Gross revenue of games of chance".
- `name` (string): Indicator name or keyword, English/中文/Portuguese, e.g. "gaming revenue", "population".
- `periods` (number): How many historical periods to attempt to fetch when a general-catalog match is found (default 24).

### `macau_gaming_revenue` (~104 tokens)

Macau's monthly gross revenue of games of chance (澳門博彩毛收入 / receita bruta dos jogos de fortuna ou azar) — the headline casino-gaming-revenue figure, in million MOP, from DSEC. This is the SAME monthly number the gaming regulator DICJ publishes as an HTML table, sourced here as clean structured data. Answers "what was Macau's gaming revenue in August 2026", "Macau casino revenue this month".

### `macau_population` (~39 tokens)

Macau's total resident population (澳門總人口 / população total de Macau), quarterly, from DSEC. Answers "what is Macau's population".

### `macau_tourism` (~57 tokens)

Macau visitor arrivals (訪澳旅客人數 / chegadas de visitantes a Macau), monthly, from DSEC — the headline tourism-volume figure. Answers "how many tourists visited Macau", "Macau visitor arrivals this month".

### `macau_employment` (~68 tokens)

Macau's labour-market snapshot from DSEC: overall unemployment rate, total employment and overall median monthly employment earnings (each on its own DSEC reporting cycle — unemployment/employment are rolling 3-month, earnings quarterly). Answers "what is Macau's unemployment rate", "Macau employment statistics".

## Diagnostics

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

## Score history

- 2026-11-05: 84
- 2026-11-04: 83
- 2026-11-03: 83
- 2026-11-02: 67
- 2026-11-01: 80
- 2026-10-31: 80
- 2026-10-30: 80
- 2026-10-29: 80

## Common questions

### What is the Macau Stats MCP server?

Macau Stats is an MCP server listed in the public MCP registry as io.github.pipeworx-io/macau-stats. Macau Statistics MCP, DSEC (Direcção dos Serviços de Estatística e Censos 澳門統計暨普查局 / Serviços de… This page covers its npm package (@pipeworx/mcp-macau-stats).

### Is the Macau Stats MCP server safe to use?

Macau Stats scores 84 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 Macau Stats MCP server expose?

Macau Stats exposes 6 tools: macau_indicators, macau_indicator, macau_gaming_revenue, macau_population, macau_tourism, macau_employment. Their descriptions and schemas cost roughly 704 tokens of context every time the server is loaded.

### Is the Macau Stats MCP server still maintained?

Macau Stats 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 Macau Stats MCP server under?

Macau Stats 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 Macau Stats MCP server?

VerifyMCP ran 16 checks on Macau Stats, covering Malware scan, Known CVEs, Install scripts, Dependency health and 12 more. 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-macau-stats
- Socket report: https://socket.dev/npm/package/@pipeworx/mcp-macau-stats
- Repository: https://github.com/pipeworx-io/mcp-macau-stats
- Website: https://pipeworx.io/packs/macau-stats
- Changelog RSS feed: https://verifymcp.io/servers/pipeworx-io-macau-stats/pipeworx-mcp-macau-stats.xml
- Changelog JSON feed: https://verifymcp.io/servers/pipeworx-io-macau-stats/pipeworx-mcp-macau-stats/changelog.json
- Trust report (JSON): https://verifymcp.io/servers/pipeworx-io-macau-stats/pipeworx-mcp-macau-stats.json
- HTML version of this page: https://verifymcp.io/servers/pipeworx-io-macau-stats/pipeworx-mcp-macau-stats