Scb Opendata Mcp

io.github.ashwinvisPublished by GitHub account ashwinvisv0.2.1Updated Oct 24, 2026

Statistics Sweden’s open data made available as an MCP server, using Python and FastMCP

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Overview

AI-generated overview

Lets an assistant browse and fetch Statistics Sweden's open statistical tables, codelists, and saved queries through the SCB PxWebApi v2.

What you can do
Provides tools to list and search roughly 5,155 statistical tables, read table metadata and variables, and fetch table data with optional filters. It also exposes codelists for valid filter values, default selections, and saved-query tools to save, retrieve, and delete queries. Results support pagination and English or Swedish labels.
When to use it
Use it when an assistant needs official Swedish statistics on employment, labor costs, wages, or similar civil data, and you want table discovery and filtered data retrieval inside the chat rather than manual API calls.
Requirements
Runs locally as a Python package (scb-opendata-mcp) over stdio, requiring Python 3.11 or higher and pip or uv. It needs network access to Statistics Sweden's PxWebApi v2. No accounts, API keys, or environment variables are declared.
Before you install
The README states this is an unofficial tool whose code was generated using AI, and recommends thorough verification before serious use. Saved-query tools can create and delete stored queries, so review write actions. Data is fetched from Statistics Sweden's public API over the network.

Installation

In SourceWeft

  1. Open Scb Opendata Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

MCP Server for Statistics Sweden (SCB) API

[PyPI]

A FastMCP server that provides access to Statistics Sweden's PxWebApi v2, offering statistical tables covering employment, labor costs, wages, and other civil data from Sweden.

Features

  • Table Discovery: Browse and search 5,155 statistical tables
  • Data Retrieval: Fetch statistical data with optional filtering
  • Codelists: Access code lists for valid filter values
  • Saved Queries: Save and retrieve frequently used queries
  • Pagination: Handle large result sets efficiently
  • Language Support: English and Swedish
  • Error Handling: Robust error handling with retry logic

Installation

Prerequisites

  • Python 3.11 or higher
  • pip or uv package manager

Install from PyPI

bash
pip install scb-opendata-mcp
# Or with uvuvx scb_opendata_mcp

Install from source

bash
# Clone the repositorygit clone https://github.com/ashwinvis/scb-opendata-mcp.gitcd scb-opendata-mcp
# Install dependenciespip install .
# Or with uvuv sync

Usage

Running the server

The package on installation

bash
scb_opendata_mcp
# Or with uvuv run scb_opendata_mcp

See scb_opendata_mcp --help for available options. An stdio transport mechanism also exists.

Fallback option

bash
uv run fastmcp run src/scb_opendata_mcp/server.py -t http  # HTTP server

Configuration for common agent harnesses

Claude Code

bash
claude mcp add --scope user --transport http scb_opendata_mcp http://localhost:6767

Mistral Vibe

In ~/.vibe/config.toml or ~/.vibe/agents/name_of_agent.toml:

toml
[[mcp_servers]]name = "scb_opendata_mcp"transport = "http"url = "http://localhost:6767/mcp"

OpenCode

In ~/.config/opencode/opencode.jsonc:

json
{  "mcp": {    "scb_opendata_mcp": {      "type": "remote",      "url": "https://localhost:6767/mcp",      "enabled": true    }  }}

Tools Available

Table Discovery

  • list_tables() - List all available statistical tables with pagination
  • get_table_metadata(table_id) - Get detailed metadata including variables
  • search_tables(query) - Convenience wrapper over list_tables, to search tables by name or description

Data Retrieval

  • get_table_data(table_id, filters) - Fetch data with optional filtering
  • get_table_default_selection(table_id) - Get default data selection for a table

Codelist Tools

  • list_codelists(table_id) - List all available codelists for the table
  • get_codelist(codelist_id) - Get specific codelist details

Saved Query Tools

  • get_saved_query(query_id) - Get a saved query including data and selection criteria
  • get_saved_query_data(query_id) - Get data from a specific saved query
  • get_saved_query_selection(query_id) - Get the selection query used in a specific saved query
  • save_query(table_id, selection) - Save a data query
  • delete_saved_query(query_id) - Delete a saved query

Development

Running Tests

bash
uv run pytest

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

MIT License

Support

For issues or questions:

SCB Open Data Skills

This is an unofficial companion repository SCB Open Data Skills that provides skill definitions for accessing Statistics Sweden's data through this MCP server. These skills are designed to work with major coding agent tools and provide workflows for various statistical domains.

Disclaimer

This is an unofficial tool. The code was generated using AI while using official documents and the API specification as context. Tests are also added to verify the functionality. A thorough rigorous verification test is recommended before using it in any serious application.

Source: README.md at commit a13e0b5

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.2.1LatestSep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts