Mcp Kolada Se — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited Mcp Kolada Se (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Kolada (RKA) MCP — Sweden's municipal & regional key-performance-indicator (KPI) database.
Part of Pipeworx — an MCP gateway connecting AI agents to 1865+ live data sources. This is an independent, unofficial integration — not affiliated with, endorsed by, or published by the upstream provider.
| 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. |
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 1865+ data sources. The only difference is which pack's tools are listed directly; ask_pipeworx reaches all of them from either one.
curl -X POST https://gateway.pipeworx.io/v1/tools/search_kpi \
-H 'Content-Type: application/json' \
-d '{"title":"arbetslöshet"}'No account needed for the first calls. Inspect any tool: GET https://gateway.pipeworx.io/v1/tools/search_kpi. Find one: POST https://gateway.pipeworx.io/v1/tools/search_packs with {"query":"..."}.
@pipeworx/mcp-kolada-se is a local stdio bridge to the Pipeworx gateway: your MCP client starts it with npx, and it forwards every call to the same https://gateway.pipeworx.io/kolada-se/mcp endpoint shown above. It needs network access; there is no offline mode.
{
"mcpServers": {
"kolada-se": {
"command": "npx",
"args": ["-y", "@pipeworx/mcp-kolada-se"]
}
}
}Without a key it calls anonymously, capped at 50 calls a day. A free account raises that to 200 a day: get a key at https://pipeworx.io/signup and add "env": { "PIPEWORX_API_KEY": "<your key>" } to the server entry. The key is sent as a Bearer token, the same way a hosted connection sends it, so calls are metered and billed exactly as they are there.
It lists only this pack's tools by default. Set PIPEWORX_META_TOOLS=1 to also list ask_pipeworx and the other gateway-wide tools.
Behind an HTTPS proxy: Node's built-in fetch does not read HTTPS_PROXY by default. Newer Node releases honour it when NODE_USE_ENV_PROXY=1 is set; check your Node version's documentation.
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
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.