inooLabs/kolada-mcp
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Kolada MCP Server provides access to Sweden's official database for Key Performance Indicators (KPIs) about municipalities and regions.
Kolada MCP Server
An MCP (Model Context Protocol) server that provides access to the Kolada API, Sweden's official database for Key Performance Indicators (KPIs) about municipalities and regions.
What it does
This server exposes tools for querying Swedish municipal statistics, including:
- Demographics and population data
- Education and school performance
- Healthcare and social services
- Economy and labor market
- Environment and infrastructure
Running locally
pip install -r requirements.txt
python server.py
The server runs on port 8001 using streamable HTTP transport.
Docker
docker build -t kolada-mcp .
docker run -p 8001:8001 kolada-mcp
Or with docker-compose:
docker-compose up
Available tools
| Tool | Description |
|---|---|
list_operating_areas | List all available KPI categories |
get_kpis_by_operating_area | Get all KPIs within a specific category |
search_kpis | Search for KPIs by keyword |
get_kpi_metadata | Get detailed info about a specific KPI |
fetch_kolada_data | Fetch actual data values for a KPI and municipality |
analyze_kpi_across_municipalities | Compare municipalities with rankings and statistics |
compare_kpis | Correlate two KPIs across municipalities |
list_municipalities | List all Swedish municipalities |
filter_municipalities_by_kpi | Filter municipalities by KPI value thresholds |
Data source
All data comes from the public Kolada API at https://api.kolada.se/v2. No authentication required.
Acknowledgments
This project is inspired by and built upon the work of Hugi (@aerugo) and his original kolada-mcp implementation. Thanks for the inspiration and building blocks! 🙏