About Bpstat Pt
Bpstat Pt gives researchers, analysts, and economic-data workflows access to Banco de Portugal’s BPstat statistics. It supports browsing domains and datasets, retrieving observations, and looking up series metadata, with no API key required.
Key features
- 01Browse statistical domains
- 02List datasets within a domain
- 03Retrieve JSON-stat observations
- 04Look up series metadata
- 05Portuguese and English labels
Use cases
- 01Find datasets for a statistical topic
- 02Retrieve time-series observations
- 03Identify metadata by series ID
- 04Browse the statistics catalog in English
MCP support
Exposes tools for Banco de Portugal statistical domains, datasets, observations, and series metadata to MCP clients. It is available through the Pipeworx gateway or as a local stdio MCP server; initial calls require no gateway account.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://gateway.pipeworx.io/bpstat-pt/mcpclaude mcp add --transport http pipeworx-io-bpstat-pt https://gateway.pipeworx.io/bpstat-pt/mcp{"mcpServers":{"pipeworx-io-bpstat-pt":{"type":"http","url":"https://gateway.pipeworx.io/bpstat-pt/mcp"}}}Open in Cursor{"servers":{"pipeworx-io-bpstat-pt":{"type":"http","url":"https://gateway.pipeworx.io/bpstat-pt/mcp"}}}Open in VS Code{"mcpServers":{"pipeworx-io-bpstat-pt":{"type":"http","url":"https://gateway.pipeworx.io/bpstat-pt/mcp"}}}{"mcpServers":{"pipeworx-io-bpstat-pt":{"serverUrl":"https://gateway.pipeworx.io/bpstat-pt/mcp"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
Tools
Details
From the project READMEmcp-bpstat-pt
BPstat — Banco de Portugal statistics API (Portuguese central bank). Keyless.
Part of Pipeworx — an MCP gateway connecting AI agents to 1875+ live data sources. This is an independent, unofficial integration — not affiliated with, endorsed by, or published by the upstream provider.
Tools
| Tool | Description |
|---|---|
list_domains | List Banco de Portugal's statistical domains (the full subject tree). Each domain has id, parent_id (tree links; null = top level), label/short_label/description (Portuguese by default), num_series, num_datasets, and has_series. Start here, then use a domain id with list_datasets. lang defaults to PT; pass "EN" for English. |
list_datasets | List the datasets within a statistical domain (use a domain id from list_domains). Returns a JSON-stat collection; each item has extension.id (the dataset id, a hex string) and extension.num_series. The dataset id feeds get_dataset. lang defaults to PT. |
get_dataset | Fetch a dataset as JSON-stat — THIS is how you get actual data/observations. Returns the value[] and status[] arrays plus the dimension objects; observations align to dimension.reference_date (the time axis, ISO dates). extension.series[] lists every series (id + Portuguese label) the dataset contains. Requires both the parent domain_id and the dataset id (from list_datasets). Large datasets can be sizeable. lang defaults to PT. |
get_series_metadata | Look up metadata for one or more series by numeric series id. Returns label, short_label, description (Portuguese by default), dataset_id, domain_ids, and dimension_category. Use this to identify a series and find which dataset_id holds its observations, then call get_dataset. NOTE: this endpoint returns metadata only — it does NOT return the numeric values. lang defaults to PT. |
Quick Start
Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):
{
"mcpServers": {
"bpstat-pt": {
"url": "https://gateway.pipeworx.io/bpstat-pt/mcp"
}
}
}
What this endpoint actually serves
tools/list at https://gateway.pipeworx.io/bpstat-pt/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 1875+ 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_domains \
-H 'Content-Type: application/json' \
-d '{"lang":"EN"}'
No account needed for the first calls. Inspect any tool: GET https://gateway.pipeworx.io/v1/tools/list_domains. Find one: POST https://gateway.pipeworx.io/v1/tools/search_packs with {"query":"..."}.
Standalone (no gateway account)
This package also runs as a local stdio MCP server — no Pipeworx account, no gateway round-trip:
{
"mcpServers": {
"bpstat-pt": {
"command": "npx",
"args": ["-y", "@pipeworx/mcp-bpstat-pt"]
}
}
}
Or run it directly to confirm it starts:
npx -y @pipeworx/mcp-bpstat-pt
It speaks MCP over stdin/stdout and answers initialize/tools/list/tools/call
for only this pack's tools — none of the shared meta-tools the gateway
connection above adds. Same source, same tools, no ask_pipeworx routing.
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 Bpstat Pt data" })
The gateway picks the right tool and fills the arguments automatically.
More
License
MIT
Comments
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