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mcp-kolada-se

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mcp-kolada-se

Kolada (RKA) MCP — Sweden's municipal & regional key-performance-indicator (KPI) database.

Part of Pipeworx — an MCP gateway connecting AI agents to 1476+ live data sources.

Tools

Tool

Description

search_kpi

Find Kolada KPI (indicator) ids by title substring (Swedish). Searches ~5,000 indicators covering economy, schools, health, demographics, and personnel. Returns id, title, description, operating_area, and is_divided_by_gender. Use the returned id with get_data.

list_municipalities

Find Sweden municipality/region ids by name substring. Returns id, title, and type ("K" = municipality of 290, "L" = region/landsting of 21). Use the returned id with get_data. Omit title to list all.

get_data

Fetch numeric KPI values from Kolada for a specific indicator (kpiId), Swedish municipality or region (municipalityId), and year. Returns value rows broken down by gender: T=total, K=women (kvinnor), M=men (män); non-gendered KPIs return only T.municipalityId from list_municipalities. Returns values per gender ("T" total, "K" women, "M" men); non-gendered KPIs report only "T".

list_org_units

Kolada, the Swedish municipal and regional KPI database run by RKA — list the organizational units it tracks (schools, preschools, eldercare facilities) within one of Sweden's 290 municipalities or 21 regions. Returns id, title, municipality. OU ids can be used for unit-level data drilldowns. Filter by title substring and/or municipality id.

Related MCP server: Kolada MCP Server

Quick Start

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

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

What this endpoint actually serves

tools/list at https://gateway.pipeworx.io/kolada-se/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 1476+ data sources. The only difference is which pack's tools are listed directly; ask_pipeworx reaches all of them from either one.

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 Kolada Se data" })

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

More

License

MIT

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

No tool schema history has been recorded yet.

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Related MCP Connectors

Related MCP Servers

  • Kolada MCP Server

    isakskogstad
    A
    license
    A
    quality
    D
    maintenance
    Provides access to 5,000+ Key Performance Indicators across 264 operating areas for all Swedish municipalities and regions, enabling statistical analysis, comparisons, and trend tracking of Swedish public sector data.
    21
    34
    12
    MIT

  • Kolada MCP Server

    aerugo
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    license
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    quality
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    maintenance
    Provides access to Sweden's comprehensive municipal and regional statistics database with semantic search capabilities. Enables natural language queries against thousands of Key Performance Indicators covering various aspects of Swedish public sector data.
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  • SCB MCP Server

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    F
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    quality
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    Enables LLMs to search, access, and retrieve official Swedish statistics from Statistics Sweden (SCB), providing access to 1,200+ tables covering demographics, economy, environment, labor market, and education with 75+ years of historical data.
    7
    -

  • Apiverket MCP Server

    vinvuk
    A
    license
    A
    quality
    D
    maintenance
    Query Swedish public data from AI tools. Includes company data, SCB statistics, weather, transport, public agencies, and more through the Apiverket API.
    2
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    2
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