# Scb Se (npm · @pipeworx/mcp-scb-se)

Statistics Sweden PxWeb MCP.

- Trust score: 78/100 (medium)
- 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-scb-se/scb-se-mcp.md), [page](https://verifymcp.io/servers/pipeworx-io-scb-se/scb-se-mcp)
- npm · `@pipeworx/mcp-scb-se`: 78/100 (this document), [markdown](https://verifymcp.io/servers/pipeworx-io-scb-se/pipeworx-mcp-scb-se.md), [page](https://verifymcp.io/servers/pipeworx-io-scb-se/pipeworx-mcp-scb-se)

## Channel facts

- Registry: `npm`
- Package: `@pipeworx/mcp-scb-se`
- 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-scb-se).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 0 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 61/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 1307 tokens (~217/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**: 0/100
  - Stability observed for 0 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 98/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 95% 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.

**Unverified: 1 category.** A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### How do I install the Scb Se MCP server?

Scb Se runs locally as an npm package, launched with npx -y @pipeworx/mcp-scb-se. 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-scb-se -- npx -y @pipeworx/mcp-scb-se
```

### Cursor

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

### VS Code

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

### Codex

```bash
codex mcp add pipeworx-io-scb-se -- npx -y @pipeworx/mcp-scb-se
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add pipeworx-io-scb-se --command npx --arg -y --arg @pipeworx/mcp-scb-se
```

### Hermes

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

### Netclaw

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

### Vellum

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

### Other

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

## 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 78)

First indexed and scored.

## MCP tools (6)

### `subjects` (~161 tokens)

CATALOGUE of what Statistics Sweden (SCB) publishes — the subject tree of Swedish official statistics, returned as a browsable list of subjects and table paths. Use when the question is which Swedish statistics exist or where a table lives, then scb_se_table_meta and scb_se_query_table to read figures from it. For a Swedish figure itself — inflation, CPI, and the value for a given month — sweden_latest_figure answers in one call. This listing carries no observations and no time period, so it cannot answer a question that names a month or a year. Sweden only: Canadian figures are statcan, Denmark dst-dk, Estonia stat-ee.

Input parameters:

- `path` (string): Sub-path under /ssd/ (default empty = root).

### `table_meta` (~103 tokens)

Dimension definitions and valid filter values for one Statistics Sweden (SCB) table of SWEDISH official statistics (e.g. "BE/BE0101/BE0101A/BefolkningNy"). Required before scb_se_query_table so you know which codes to pass. Find the table path with scb_se_subjects first.

Input parameters:

- `path` (string, required): e.g. "BE/BE0101/BE0101A/BefolkningNy"

### `query_table` (~60 tokens)

Pull data from a table. body is a PxWeb query object.

Input parameters:

- `body` (object, required): {query: [{code, selection: {filter, values}}], response: {format: "json-stat2"}}
- `path` (string, required)

### `scb_se_statistical_news` (~277 tokens)

What Statistics Sweden (SCB) has JUST PUBLISHED — the statistical news releases (statistiknyheter) from the last few days, with headline, summary, publication date and the statistical product each belongs to. Answers "vilka statistiknyheter har SCB publicerat de senaste 3 dagarna", "what did Statistics Sweden publish this week", "senaste statistiknyheterna från SCB". Swedish headlines by default; pass lang="en" for the English titles. For releases still to come rather than already out, use scb_se_publishing_calendar. Read from the SCB website listing, so the field shapes depend on SCB markup rather than a published API contract.

Input parameters:

- `days` (number): How many days back from today, e.g. 3 for "de senaste 3 dagarna". Default 7. Ignored when from/to are given.
- `from` (string): Start of the window as YYYY-MM-DD, e.g. "2026-08-07".
- `lang` (string): "sv" (default) for Swedish headlines, "en" for English.
- `limit` (number): Maximum news items to return. Default 50, max 200.
- `to` (string): End of the window as YYYY-MM-DD. Defaults to today.

### `scb_se_publishing_calendar` (~402 tokens)

What Statistics Sweden (SCB) is SCHEDULED to publish and when — the official publishing calendar (publiceringskalender), returning each upcoming release with its statistical product, product code, reference period, publishing form and publishing date. Answers "what is SCB releasing next week", "när publicerar SCB KPI", "which Swedish statistics come out in September". Also reads backwards over a date range you name, to list what was released between two dates. For the text of releases already out, use scb_se_statistical_news. Read from the SCB website calendar listing, so the field shapes depend on SCB markup rather than a published API contract.

Input parameters:

- `form` (string): Publishing form: 0 all (default), 1 Database, 2 Publication, 3 Statistical news, 4 Tables and graphs. Words work too, e.g. "statistical news".
- `from` (string): Start date as YYYY-MM-DD. Supplying from/to selects the Custom period automatically; date ranges are honoured only in that mode.
- `limit` (number): Maximum releases to return. Default 40, max 200.
- `period` (string): Forward1Week (default), Forward1Month, Forward3Months, Forward6Months, Forward1Year, Previous1Week, or Custom. Plain phrasings like "next month" are understood.
- `sort_field` (string): 1 product name, 2 publishing date (default), 3 publisher.
- `sort_order` (string): 0 ascending (default), 1 descending.
- `subject_areas` (string): Comma-separated two-letter SCB subject-area codes to restrict to, e.g. "AM" (labour market), "PR" (prices), "BE" (population), "NR" (national accounts).
- `to` (string): End date as YYYY-MM-DD. Required together with "from".

### `sweden_latest_figure` (~250 tokens)

A Swedish headline statistic as a NUMBER, for the latest month or for a month you name — "what is inflation in Sweden", "Swedish CPI in June 2026". One call — "what is inflation in Sweden", "Swedish CPI right now". Returns the figure, its unit, the exact month it refers to, and the SCB table it came from. Use this when the question asks for a number; use scb_se_subjects only when the question asks what statistics exist. Covers Swedish consumer prices today: inflation (CPI annual change) and the CPI index level.

Input parameters:

- `indicator` (string, required): Which figure: "inflation" for the CPI annual change in percent, or "cpi" for the CPI index level (2020=100). Common phrasings are understood — "inflation rate", "consumer prices", "kpi".
- `period` (string): Optional month, as "2026M06" or "2026-06" or "June 2026". Omit for the most recent published month. If the month you name has not been published yet, the response says so and names the latest month t…

## Diagnostics

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

## Score history

- 2026-11-05: 78

## Common questions

### What is the Scb Se MCP server?

Scb Se is an MCP server listed in the public MCP registry as io.github.pipeworx-io/scb-se. Statistics Sweden PxWeb MCP. This page covers its npm package (@pipeworx/mcp-scb-se).

### Is the Scb Se MCP server safe to use?

Scb Se scores 78 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 Scb Se MCP server expose?

Scb Se exposes 6 tools: subjects, table_meta, query_table, scb_se_statistical_news, scb_se_publishing_calendar, sweden_latest_figure. Their descriptions and schemas cost roughly 1,253 tokens of context every time the server is loaded.

### Is the Scb Se MCP server still maintained?

Scb Se 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 Scb Se MCP server under?

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

## Links

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