How do I use SCB MCP Server?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@SCB MCP Server show me population growth in Stockholm from 2010 to 2020" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

SCB MCP Server

by isakskogstad

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TypeScript

Hybrid

MCP Registry MCP Protocol

📊 SCB MCP Server

SCB MCP är server som LLM:s och AI-chatbotar kan använda för att söka, hitta och hämta officiell data och statistik från Statistikbyrån (SCB). Det omfattar 1 200+ statistiktabeller med data om befolkning & demografi, ekonomi & finans, miljö, arbetsmarknad, utbildning och transport. Perfekt för att bygga interaktiva instrumentpaneler, forskningsverktyg och utbildningsapplikationer.

Översikt

The SCB MCP server provides seamless integration with Statistics Sweden's PxWebAPI 2.0, enabling LLM:s to access:

Population & Demographics: Regional data, migrations, births, deaths (312+ regions)
Economy & Finance: GDP, taxes, business statistics, national accounts
Environment: Greenhouse gas emissions, water/waste management, sustainability metrics
Labor Market: Employment, unemployment, occupational data, skills matching
Education: Student statistics, course enrollments, skills development

Data ranges from 1950s to present (monthly/quarterly updates). Real-time population statistics updated to November 2025.

Befolkning & demografi: Regionaldata, migrationer, födslar, dödsfall (312+ regioner)
Ekonomi & finans: BNP, skatter, företagsstatistik, nationalräkenskaper
Miljö: Växthusgaser, vatten/avfallshantering, hållbarhetsvärdena
Arbetsmarknad: Sysselsättning, arbetslöshet, yrkesdata, kompetensmatchning
Utbildning: Studentstatistik, kursanmälningar, kompetensutveckling

Feature	Description
Comprehensive Access	1,200+ tables, 312+ regions, 75+ years of historical data
Smart Querying	Natural language search, region code resolution ("Lerum" → 1441), TOP() & wildcard support
Fuzzy Matching	"Goteborg" matches "Göteborg", "Malmo" matches "Malmö"
Developer-Friendly	Full documentation, clear errors with suggestions, selection validation, metadata in responses
Production-Ready	Rate limiting (30 req/10s), consistent behavior, proper data types, language support (SV/EN)
Swedish by Default	All tools use Swedish (sv) as default for best search results
Real-Time Data	Monthly/quarterly updates, population data to November 2025

Related MCP server: Kolada MCP Server

Huvudfunktioner

Funktion	Beskrivning
Omfattande åtkomst	1 200+ tabeller, 312+ regioner, 75+ års historiska data
Smart sökning	Naturspråkig sökning, regionkodupplösning ("Lerum" → 1441), TOP() & wildcard-stöd
Fuzzy matching	"Goteborg" matchar "Göteborg", "Malmo" matchar "Malmö"
Utvecklarvänlig	Fullständig dokumentation, tydliga felmeddelanden, valideringsmöjligheter, metadata i svaren
Produktionsklar	Rate limiting (30 req/10s), konsekvent beteende, rätt datatyper, språkstöd (SV/EN)
Svenska som standard	Alla verktyg använder svenska (sv) som default för bästa sökresultat
Aktuell data	Månatliga/kvartalsvisa uppdateringar, befolkningsdata till november 2025

🚀 Installation

Servern körs lokalt via stdio. Klona, bygg och peka din MCP-klient mot dist/index.js.

git clone https://github.com/isakskogstad/SCB-MCP.git
cd SCB-MCP
npm install
npm run build

Claude Code (CLI)

claude mcp add scb -- node /absolut/sökväg/till/SCB-MCP/dist/index.js

Claude Desktop / Codex / Gemini / Cursor (stdio)

Lägg till i klientens MCP-konfiguration (t.ex. ~/Library/Application Support/Claude/claude_desktop_config.json för Claude Desktop):

{
  "mcpServers": {
    "scb": {
      "command": "node",
      "args": ["/absolut/sökväg/till/SCB-MCP/dist/index.js"]
    }
  }
}

The server runs locally over stdio. Clone, build, and point your MCP client to dist/index.js.

git clone https://github.com/isakskogstad/SCB-MCP.git
cd SCB-MCP
npm install
npm run build

Claude Code (CLI)

claude mcp add scb -- node /absolute/path/to/SCB-MCP/dist/index.js

Claude Desktop / Codex / Gemini / Cursor (stdio)

{
  "mcpServers": {
    "scb": {
      "command": "node",
      "args": ["/absolute/path/to/SCB-MCP/dist/index.js"]
    }
  }
}

Användarguide

1. Sök efter statistiktabeller

# Hitta befolkningsrelaterade tabeller
results = scb.search_tables(query="befolkning statistik", limit=10)

# Filtrera efter kategori
results = scb.search_tables(query="miljö", category="environment", limit=5)

1. Search for statistical tables

results = scb.search_tables(query="population", limit=10)
results = scb.search_tables(query="environment", category="environment", limit=5)

2. Hitta regionkoder

# Lerum kommun
region = scb.find_region_code(query="Lerum")
# Returnerar: code="1441", name="Lerum"

# Större regioner
region = scb.find_region_code(query="Stockholm")
# Returnerar: code="01" (län), code="0180" (kommun)

# Fuzzy matching - fungerar utan svenska tecken
region = scb.find_region_code(query="Goteborg")
# Returnerar: code="1480", name="Göteborg"

region = scb.find_region_code(query="Lerum")
region = scb.find_region_code(query="Stockholm")

# Fuzzy matching - works without Swedish characters
region = scb.find_region_code(query="Goteborg")
# Returns: code="1480", name="Göteborg"

3. Hämta data

# Medelålder i Lerum 2024
data = scb.get_table_data(
    tableId="TAB637",
    selection={
        "Region": ["1441"],
        "Kon": ["1+2"],
        "Tid": ["2024"],
        "ContentsCode": ["BE0101G9"]
    }
)
# Resultat: Medelålder i Lerum 2024: 40.1 år

data = scb.get_table_data(
    tableId="TAB637",
    selection={
        "Region": ["1441"],
        "Kon": ["1+2"],
        "Tid": ["2024"],
        "ContentsCode": ["BE0101G9"]
    }
)

Best practices

Problem	Lösning
Stor datamängd?	Använd alltid `preview_data()` först för att testa
För mycket data?	Använd `"TOP(5)"` istället för `"*"` för tidsperioder
Felaktiga koder?	Anropa `get_table_variables()` först — koder varierar mellan tabeller
Osäker på enheter?	Kontrollera variabeletikett för enheter (kt, ton, procent osv.)

Issue	Solution
Large dataset?	Always use `preview_data()` first to test
Too much data?	Use `"TOP(5)"` instead of `"*"` for time periods
Wrong codes?	Call `get_table_variables()` first — codes vary between tables
Unsure about units?	Check variable label for units (kt, tonnes, percent, etc.)

Praktiska exempel

Ex: Befolkningstrend Lerum vs Stockholm

# Jämför två regioner över tid
data = scb.get_table_data(
    tableId="TAB637",
    selection={
        "Region": ["1441", "0180"],  # Lerum och Stockholm
        "Kon": ["1+2"],
        "Tid": ["TOP(5)"],
        "ContentsCode": ["BE0101G9"]
    }
)
# Stockholm: 41.0 år (2024), Lerum: 40.1 år (2024)
# Trend: Stockholm åldras snabbare

data = scb.get_table_data(
    tableId="TAB637",
    selection={
        "Region": ["1441", "0180"],  # Lerum and Stockholm
        "Kon": ["1+2"],
        "Tid": ["TOP(5)"],
        "ContentsCode": ["BE0101G9"]
    }
)
# Stockholm: 41.0 years (2024), Lerum: 40.1 years (2024)

Resurser

SCB-databas: https://www.scb.se/
API-dokumentation: https://www.scb.se/en/services/open-data-api/pxwebapi/
Dataexplorer: https://pxweb.scb.se/pxweb/en/

Av: Isak Skogstad

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📊 SCB MCP Server

Översikt

Huvudfunktioner

🚀 Installation

Claude Code (CLI)

Claude Desktop / Codex / Gemini / Cursor (stdio)

Claude Code (CLI)

Claude Desktop / Codex / Gemini / Cursor (stdio)

Användarguide

1. Sök efter statistiktabeller

1. Search for statistical tables

2. Hitta regionkoder

3. Hämta data

Best practices

Praktiska exempel

Ex: Befolkningstrend Lerum vs Stockholm

Resurser

Maintenance

Resources

Looking for Admin?

Related MCP Servers

Skolverket MCP Server

Kolada MCP Server

Apiverket MCP Server

Skolverket-MCP

Related MCP Connectors

Latest Blog Posts

MCP directory API