Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type @ followed by the MCP server name and your instructions, e.g., "@mcp-kolada-se What is the average school spending per student in Stockholm municipality?"
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.
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.
Tool | Description |
| 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. |
| 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. |
| 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". |
| 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
Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):
{
"mcpServers": {
"kolada-se": {
"url": "https://gateway.pipeworx.io/kolada-se/mcp"
}
}
}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.
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.
MIT
This server cannot be deployed
MCP server for Statistics Sweden (SCB) - 1200+ tables with population, economy, environment data
Swedish open data for Claude and other AI assistants - verified, with sources.
Macroeconomic and other official data from 170+ publishers, resolved from natural language with provenance.
Statistics Sweden (SCB) — PxWeb JSON-stat statistical database
