StatFin
Statistics Finland (StatFin/PxWeb): search tables, read metadata, fetch JSON-stat2 data.
Runs on your machine from its package; the steps are below.
What it does
- Reads
- Writes
- High impact
At most: only reads or looks up information.
What it costs
FreeOdel charges nothing per call. The publisher may charge for its own service.
Runs locally over stdio
This server isn't hosted — your MCP client launches it from a package registry. Use one of the commands below, or drop the config into your client (e.g. Claude Desktop).
Run
npx -y @nor-data/statfin-mcp
MCP client config
{
"mcpServers": {
"statfin": {
"command": "npx",
"args": [
"-y",
"@nor-data/statfin-mcp"
]
}
}
}@nor-data/statfin-mcp
MCP server for official statistics from Statistics Finland (Tilastokeskus) — the StatFin database, exposed through the PxWeb API. Search 3000+ tables, inspect their dimensions, and pull data as JSON-stat2. No API key required.
Part of the nor-data family of Nordic open-data MCP
servers. Built on the same pattern as the SSB (Norway) server — StatFin and SSB both
speak PxWeb, so the tools mirror each other.
Tools
| Tool | What it does |
|---|---|
sok_tabell | Keyword search across all StatFin tables. PxWeb has no server-side search, so this matches a bundled index (built from the full table tree) locally and returns the most relevant tables with their tabell_id. |
hent_tabell | Metadata for a table: title + dimensions (variables) with their valid value codes and labels. Read this first to learn which filter codes exist. |
hent_data | Fetch actual values as JSON-stat2, filtered by a flat {variabelkode: [verdier]} map. Supports special selections like {filter:'top', values:['1']} for the latest period. |
list_emner | List the ~140 StatFin subject areas (e.g. vaerak = Population structure). Scope a search or browse when a keyword misses. |
All tools accept an optional lang (en default, fi, sv). Variable codes
are language-independent; only titles/labels are localised.
Example agent flow
sok_tabell({ query: "population by region" })→tabell_id: "vaerak/statfin_vaerak_pxt_11ra.px"hent_tabell({ tabell_id })→ sees variablesAlue(area),Vuosi(year),Tiedot(info)hent_data({ tabell_id, filtre: { Alue: ["SSS"], Vuosi: { filter: "top", values: ["1"] } } })→ latest national figures as JSON-stat2
Install
// Claude Desktop / Claude Code MCP config
{
"mcpServers": {
"statfin": {
"command": "npx",
"args": ["-y", "@nor-data/statfin-mcp"]
}
}
}
Develop
npm install
npm run build-index # crawl the StatFin tree → data/tables-index.json (~1–2 min)
npm run dev # run from source via tsx
npm run build # compile to dist/
The search index is bundled in the package (data/tables-index.json). Re-run
npm run build-index to refresh it (nightly is plenty — StatFin updates tables,
not the tree, frequently).
Notes & limits
- PxWeb allows 30 calls / 10 s and rejects queries over ~100 000 cells
(HTTP 403) — keep
hent_dataselections small (few regions × few years). - A few subjects (
vtp,kivih,sekn,akay) return HTTP 400 server-side and are skipped during indexing; this is a StatFin quirk, not a bug here. The index records them underskipped. - Data licensed under CC BY 4.0 by Statistics Finland.
License
MIT
