# Statfin Fi (npm · @pipeworx/mcp-statfin-fi)

Statistics Finland (StatFin) PxWeb MCP.

- Trust score: 79/100 (medium)
- Change this week: 0
- 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-statfin-fi/statfin-fi-mcp.md), [page](https://verifymcp.io/servers/pipeworx-io-statfin-fi/statfin-fi-mcp)
- npm · `@pipeworx/mcp-statfin-fi`: 79/100 (this document), [markdown](https://verifymcp.io/servers/pipeworx-io-statfin-fi/pipeworx-mcp-statfin-fi.md), [page](https://verifymcp.io/servers/pipeworx-io-statfin-fi/pipeworx-mcp-statfin-fi)

## Channel facts

- Registry: `npm`
- Package: `@pipeworx/mcp-statfin-fi`
- Version: `0.2.0`
- 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-statfin-fi).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 7 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 63/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 959 tokens (~319/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**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **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.

**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 Statfin Fi MCP server?

Statfin Fi runs locally as an npm package, launched with npx -y @pipeworx/mcp-statfin-fi. 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-statfin-fi -- npx -y @pipeworx/mcp-statfin-fi
```

### Cursor

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

### VS Code

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

### Codex

```bash
codex mcp add pipeworx-io-statfin-fi -- npx -y @pipeworx/mcp-statfin-fi
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add pipeworx-io-statfin-fi --command npx --arg -y --arg @pipeworx/mcp-statfin-fi
```

### Hermes

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

### Netclaw

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

### Vellum

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

### Other

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

## 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.

### 2026-10-30 (score 79, 0)

- [functional regression] Security disclosure: unverified → fail

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

First indexed and scored.

## MCP tools (3)

### `subjects` (~178 tokens)

Browse the Statistics Finland (StatFin) subject tree of Finnish official statistics — population, education, employment, consumer prices, housing, health and national accounts tables published by Tilastokeskus. Entries with type "l" are folders (drill in with their id, e.g. "vkour" for educational structure of population, "khi" for the consumer price index); type "t" are tables whose id is the bare 4-character code plus ".px" (e.g. "15ig.px"), which you pass to table_meta and query_table as "folder/table.px" — for example "vkour/15ig.px".

Input parameters:

- `path` (string): Sub-path under /StatFin/ (default empty = root list of ~135 subject folders). e.g. "vkour" or "khi".

### `table_meta` (~252 tokens)

List the dimensions and every valid value of one Statistics Finland (StatFin) PxWeb table of Finnish official statistics — use it to see exactly what a table breaks down by before slicing it, or when query_table reports that a value matched nothing. StatFin dimension codes are native Finnish and cannot be guessed from the English table title: "vkour/15ig.px" uses "ikaryhma_10_20180101" for age (whose total is "15-", not "SSS"), "sukupuoli_9_20180101" for gender, "syntypera_101_20180101" for origin, "timeperiod_y" for year, and contentscode values such as "kaste5T8" (population with a tertiary level qualification). path is "folder/table.px" using the bare 4-character table id, e.g. "vkour/15ig.px" or "khi/11xs.px".

Input parameters:

- `path` (string, required): folder/table.px with the bare 4-character table id, e.g. "vkour/15ig.px" or "khi/11xs.px". Find ids with subjects.

### `query_table` (~475 tokens)

Get an actual figure out of a Statistics Finland (StatFin) table of Finnish official statistics — how many Finns hold a tertiary qualification, the current consumer price index, births and deaths, employment, and the rest of the Tilastokeskus catalogue. path is "folder/table.px" using the bare 4-character table id (e.g. "vkour/15ig.px", "khi/11xs.px"); the longer "statfin_<folder>_pxt_<id>.px" form found in older StatFin docs was retired upstream and is rewritten to the current form for you. Answers in ONE call: pass `select` with plain-English labels from the question — {"Information": "tertiary level qualification"} against "vkour/15ig.px" returns the 1,672,232 Finns who hold one — and this pack resolves them against the table's own metadata, defaults the year to the latest published and every other breakdown to its total, and reports each of those choices back in `selection_resolved` alongside a flattened `figures` list. `select` keys and values may be either the English label or the native Finnish code ("contentscode", "kaste5T8"). Pass `body` instead for a raw PxWeb query object when you already know the codes.

Input parameters:

- `body` (object): Raw PxWeb query, for callers who already have the codes: {query: [{code, selection: {filter: "item", values: [...]}}], response: {format: "json-stat2"}}. Takes precedence over select. Codes come from…
- `path` (string, required): folder/table.px with the bare 4-character table id, e.g. "vkour/15ig.px" or "khi/11xs.px".
- `select` (object): Dimension → value, in plain English or native codes, e.g. {"Information": "tertiary level qualification", "Year": "2024"} or {"contentscode": "kaste5T8"}. A value may be an array to take several. Unn…

## Diagnostics

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

## Score history

- 2026-11-05: 79
- 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 Statfin Fi MCP server?

Statfin Fi is an MCP server listed in the public MCP registry as io.github.pipeworx-io/statfin-fi. Statistics Finland (StatFin) PxWeb MCP. This page covers its npm package (@pipeworx/mcp-statfin-fi).

### Is the Statfin Fi MCP server safe to use?

Statfin Fi scores 79 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 Statfin Fi MCP server expose?

Statfin Fi exposes 3 tools: subjects, table_meta, query_table. Their descriptions and schemas cost roughly 905 tokens of context every time the server is loaded.

### Is the Statfin Fi MCP server still maintained?

Statfin Fi 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 Statfin Fi MCP server under?

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