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mcp-statbel-be

mcp-statbel-be

by pipeworx-io

mcp-statbel-be

Statbel — Statistics Belgium (be.STAT / bestat) open data MCP.

Part of Pipeworx — an MCP gateway connecting AI agents to 1857+ live data sources. This is an independent, unofficial integration — not affiliated with, endorsed by, or published by the upstream provider.

Tools

Tool

Description

list_views

Browse/search Statbel (Statistics Belgium, be.STAT) saved statistical views. Each view is a pre-built table over a dataset and carries a single locale (nl/fr/de/en). Returns id, name, locale, dataSourceId and publish dates. Filter by case-insensitive substring of the view name (matches in any language).

get_view

Metadata for one Statbel view by its id (a UUID, e.g. from list_views). Returns the view object: name, locale, dataSourceId (the underlying dataset), and publish/change dates. To get the dataset description in all available languages, pass the returned dataSourceId to get_dataset.

list_datasets

Browse/search Statbel datasets (be.STAT "datasources"). Each dataset has a name code (e.g. "IM_EAF_HOUSE_SALES_IDX"), a descriptions map with one entry per supported language (nl/fr/de/en), a category id, supportedLocales, and last-update timestamps. Filter by case-insensitive substring matched against the dataset code and all-language descriptions.

get_dataset

Multilingual metadata for one Statbel dataset by its id (a UUID, e.g. the dataSourceId from a view). Returns the dataset code name, the descriptions map (nl/fr/de/en text), supportedLocales, defaultLocale, category id and update dates.

Related MCP server: mcp-eurostat

Quick Start

Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):

{
  "mcpServers": {
    "statbel-be": {
      "url": "https://gateway.pipeworx.io/statbel-be/mcp"
    }
  }
}

What this endpoint actually serves

tools/list at https://gateway.pipeworx.io/statbel-be/mcp returns the tools in the table above plus the shared Pipeworx meta-tools — ask_pipeworx, discover_tools, search_within, remember/recall and the rest of the gateway-wide set. So the tool count you see is larger than this table: a single-pack endpoint currently lists roughly 30 shared tools alongside the pack's own. The connection's initialize response states its exact scope, and is the authoritative answer for a given day.

This is deliberate, not multiplexing by accident. The meta-tools are what let a scoped connection answer a question this pack does not cover — via ask_pipeworx, which routes across the whole catalog — without you adding a second MCP server. There is currently no way to mount a pack endpoint without them; if the extra schemas cost you more context than the routing is worth, connect to the full gateway once rather than to several pack endpoints.

Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:

{
  "mcpServers": {
    "pipeworx": {
      "url": "https://gateway.pipeworx.io/mcp"
    }
  }
}

Both URLs reach the same gateway and the same 1857+ data sources. The only difference is which pack's tools are listed directly; ask_pipeworx reaches all of them from either one.

No MCP client? Call it over HTTP

curl -X POST https://gateway.pipeworx.io/v1/tools/list_views \
  -H 'Content-Type: application/json' \
  -d '{"query":"house prices"}'

No account needed for the first calls. Inspect any tool: GET https://gateway.pipeworx.io/v1/tools/list_views. Find one: POST https://gateway.pipeworx.io/v1/tools/search_packs with {"query":"..."}.

Run it from npm

@pipeworx/mcp-statbel-be is a local stdio bridge to the Pipeworx gateway: your MCP client starts it with npx, and it forwards every call to the same https://gateway.pipeworx.io/statbel-be/mcp endpoint shown above. It needs network access; there is no offline mode.

{
  "mcpServers": {
    "statbel-be": {
      "command": "npx",
      "args": ["-y", "@pipeworx/mcp-statbel-be"]
    }
  }
}

Without a key it calls anonymously, capped at 50 calls a day. A free account raises that to 200 a day: get a key at https://pipeworx.io/signup and add "env": { "PIPEWORX_API_KEY": "<your key>" } to the server entry. The key is sent as a Bearer token, the same way a hosted connection sends it, so calls are metered and billed exactly as they are there.

It lists only this pack's tools by default. Set PIPEWORX_META_TOOLS=1 to also list ask_pipeworx and the other gateway-wide tools.

Behind an HTTPS proxy: Node's built-in fetch does not read HTTPS_PROXY by default. Newer Node releases honour it when NODE_USE_ENV_PROXY=1 is set; check your Node version's documentation.

Using with ask_pipeworx

Instead of calling tools directly, you can ask questions in plain English — this works on the pack endpoint above as well as on the full gateway:

ask_pipeworx({ question: "your question about Statbel Be data" })

The gateway picks the right tool and fills the arguments automatically.

More

License

MIT

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