Kolada MCP Server
NPM · KOLADA-MCP-SERVER · 3 COMPONENTS
Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municipalities.
Last scanned (15 hours ago)
Scores higher than 69% of npm servers
Category Data and Analytics
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security81
- No malware found by supply-chain analysis.Pass
- CVE check failed: a known high-severity CVE affects zod 3.25.76, a direct dependency. A fixed version is available. View diagnostics → Fail
- No install/post-install scripts declared.Pass
- 48 of 151 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency46
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 341 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability85
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 2280 tokens (~95/item across 24 items; 21 tools + 3 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
- No destabilizing schema changes in the last 30 days.Pass
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 21 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 22 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Checks we ran (16)
- Malware scan
- Known CVEs
- Install scripts
- Dependency health
- Source repository
- Provenance
- License
- Maintenance
- Security disclosure
- Schema quality
- Stability
- Tool coverage
- Injection markers
- Destructive annotations
- Judged manipulation
- MCP protocol
Does not apply to this package (2)
- Endpoint SecurityScored on hosted endpoints only. A package has no live endpoint of its own for us to probe.
- Transport & ReachabilityScored on hosted endpoints only. A package has no live endpoint of its own for us to probe.
The score does not measure everything. What the score does not measure →
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 2 Nov 26 0
- Stability: 0.97 → pass security
- 1 Nov 26 0
- Stability: pass → 0.97 functional
- 26 Oct 26 0
- Stability: 0.97 → pass security
- 25 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.
- 24 Oct 26 −6
- CVE-2023-54404 affects this package: high ▼ security
- Known CVEs: pass → fail ▼ security
- Stability: pass → 0.93 functional
- 18 Oct 26 0
- Stability: 0.97 → pass security
- 17 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.
- 15 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Analysed npm/kolada-mcp-server@2.2.1
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | npm |
Background: How many MCP packages publish verified provenance →
Vulnerabilities 1 finding
| ID | CVE | Severity | Vector | Fix available |
|---|---|---|---|---|
| GHSA-mrhx-c7xc-m3w5 | CVE-2023-54404 | high | CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H | yes |
Background: What a vulnerability scan can and cannot prove →
Dependencies 151 packages
| Packages resolved | 151 |
|---|---|
| Stale | 48 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
analyze_kpi_across_municipalities ~182
Analysera ett KPI över alla kommuner med statistik (min, max, medel, median) och rankning. Visar toppkommuner och bottenkommuner. Perfekt för benchmarking och jämförelser.
| Name | Type | Req | Description |
|---|---|---|---|
| bottom_n | number | – | Antal bottenprestanda att visa (standard: 10) |
| gender | string | – | Kön: T=Totalt, M=Män, K=Kvinnor |
| kpi_id | string | yes | KPI-ID att analysera (t.ex. "N15033") |
| municipality_type | string | – | Kommuntyp: K=Kommun, L=Region, all=alla |
| top_n | number | – | Antal topprankade att visa (standard: 10) |
| year | number | yes | År att analysera |
No output schema declared.
No examples provided.
compare_kpis ~168
Beräkna Pearson-korrelation mellan två KPIs för att se om det finns samband. T.ex. korrelation mellan lärartäthet och skolresultat. Värden nära 1 = starkt positivt samband, nära -1 = starkt negativt, nära 0 = inget samband.
| Name | Type | Req | Description |
|---|---|---|---|
| gender | string | – | Kön: T=Totalt, M=Män, K=Kvinnor |
| kpi_id_1 | string | yes | Första KPI-ID för korrelationsanalys |
| kpi_id_2 | string | yes | Andra KPI-ID för korrelationsanalys |
| municipality_type | string | – | Kommuntyp: K=Kommun, L=Region, all=alla |
| year | number | yes | År att analysera |
No output schema declared.
No examples provided.
compare_municipalities ~135
Jämför ett specifikt nyckeltal över flera kommuner för angivna år. Utmärkt för benchmarking. Stöder könsfiltrering (T/M/K).
| Name | Type | Req | Description |
|---|---|---|---|
| gender | string | – | Könsfilter: T=Totalt, M=Män, K=Kvinnor, all=visa alla |
| kpi_id | string | yes | KPI-ID att jämföra |
| municipality_ids | array | yes | Lista med kommun-ID:n att jämföra (2-10 kommuner) |
| years | array | – | Specifika år att inkludera i jämförelsen |
No output schema declared.
No examples provided.
filter_municipalities_by_kpi ~188
Filtrera kommuner baserat på KPI-tröskelvärde. Hitta t.ex. alla kommuner där lärartäthet > 12 eller arbetslöshet < 5%. Användbart för att identifiera kommuner som uppfyller specifika kriterier.
| Name | Type | Req | Description |
|---|---|---|---|
| gender | string | – | Kön: T=Totalt, M=Män, K=Kvinnor |
| kpi_id | string | yes | KPI-ID att filtrera på |
| municipality_type | string | – | Kommuntyp: K=Kommun, L=Region, all=alla |
| operator | string | yes | Operator: gt (>), lt (<), gte (>=), lte (<=), eq (=) |
| threshold | number | yes | Tröskelvärde för filtrering |
| year | number | yes | År att analysera |
No output schema declared.
No examples provided.
get_kpi ~65
Hämta detaljerad information om ett specifikt nyckeltal (KPI) via dess ID. Returnerar fullständig metadata inklusive publiceringsdatum och könsuppdelning.
| Name | Type | Req | Description |
|---|---|---|---|
| kpi_id | string | yes | KPI-ID (t.ex. "N15033") |
No output schema declared.
No examples provided.
get_kpi_data ~177
Hämta faktiska KPI-datavärden för specifika kommuner eller organisationsenheter. Kan filtrera efter år och kön (T=Totalt, M=Män, K=Kvinnor).
| Name | Type | Req | Description |
|---|---|---|---|
| gender | string | – | Könsfilter: T=Totalt, M=Män, K=Kvinnor, all=visa alla |
| kpi_id | string | yes | KPI-ID för att hämta data |
| municipality_id | string | – | Kommun-ID (använd detta ELLER ou_id, inte båda) |
| ou_id | string | – | Organisationsenhet-ID (använd detta ELLER municipality_id, inte båda) |
| years | array | – | Filtrera efter specifika år (t.ex. [2020, 2021, 2022]) |
No output schema declared.
No examples provided.
get_kpi_group ~58
Hämta detaljerad information om en specifik KPI-grupp inklusive alla ingående nyckeltal. Användbar för att utforska relaterade KPIs.
| Name | Type | Req | Description |
|---|---|---|---|
| group_id | string | yes | KPI-grupp ID |
No output schema declared.
No examples provided.
get_kpi_groups ~63
Lista KPI-grupper (tematiska samlingar av nyckeltal) med valfri sökning. Grupper hjälper till att organisera KPIs efter ämne.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | – | Sökterm för att filtrera grupper efter titel |
No output schema declared.
No examples provided.
get_kpi_trend ~144
Hämta historisk trenddata för ett nyckeltal som visar förändringar över tid. Användbart för att analysera utveckling och identifiera trender. Stöder könsfiltrering (T/M/K).
| Name | Type | Req | Description |
|---|---|---|---|
| end_year | number | – | Slutår (standard: innevarande år) |
| gender | string | – | Könsfilter: T=Totalt, M=Män, K=Kvinnor, all=visa alla |
| kpi_id | string | yes | KPI-ID att analysera |
| municipality_id | string | yes | Kommun-ID |
| start_year | number | yes | Startår för trendanalysen |
No output schema declared.
No examples provided.
get_kpis ~65
Hämta flera nyckeltal (KPIs) via deras ID:n i en enda förfrågan. Accepterar upp till 25 KPI-ID:n per anrop.
| Name | Type | Req | Description |
|---|---|---|---|
| kpi_ids | array | yes | Lista med KPI-ID:n (max 25) |
No output schema declared.
No examples provided.
get_kpis_by_operating_area ~114
Hämta alla KPIs inom ett specifikt verksamhetsområde. T.ex. alla utbildnings-KPIs eller alla vård-KPIs. Enklare än fritextsökning för att hitta relaterade nyckeltal.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Max antal KPIs att returnera (standard: 50) |
| operating_area | string | yes | Verksamhetsområde att filtrera på (t.ex. "Utbildning", "Vård och omsorg") |
No output schema declared.
No examples provided.
get_municipality ~80
Hämta detaljerad information om en specifik kommun via dess ID. Kommun-ID är 4-siffriga koder (t.ex. "0180" för Stockholm, "1480" för Göteborg).
| Name | Type | Req | Description |
|---|---|---|---|
| municipality_id | string | yes | Kommun-ID (4-siffrig kod, t.ex. "0180" för Stockholm) |
No output schema declared.
No examples provided.
get_municipality_group ~56
Hämta detaljerad information om en specifik kommungrupp inklusive alla medlemskommuner. Användbar för att analysera grupper av liknande kommuner.
| Name | Type | Req | Description |
|---|---|---|---|
| group_id | string | yes | Kommungrupp-ID |
No output schema declared.
No examples provided.
get_municipality_groups ~57
Lista kommungrupper som storstadsregioner, kustkommuner etc. Grupper hjälper till att jämföra liknande kommuner.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | – | Sökterm för att filtrera grupper efter titel |
No output schema declared.
No examples provided.
get_municipality_kpis ~136
Visa tillgängliga KPIs för en kommun. Filtrera på verksamhetsområde för att hitta relevanta nyckeltal. Snabb och pålitlig - använder cachad KPI-katalog.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Max antal KPIs att returnera (standard: 20, max: 50) |
| municipality_id | string | yes | Kommun-ID (4-siffrig kod) |
| operating_area | string | – | Filtrera på verksamhetsområde (t.ex. "Utbildning", "Vård"). Använd list_operating_areas för att se tillgängliga områden. |
No output schema declared.
No examples provided.
get_organizational_unit ~40
Hämta detaljerad information om en specifik organisationsenhet via dess ID.
| Name | Type | Req | Description |
|---|---|---|---|
| ou_id | string | yes | Organisationsenhet-ID |
No output schema declared.
No examples provided.
get_ou_types ~46
Hämta en lista över vanliga organisationsenhetstyper och deras beskrivningar (t.ex. V11=Förskola, V15=Grundskola).
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
list_operating_areas ~53
Lista alla verksamhetsområden (t.ex. Utbildning, Vård och omsorg) med antal KPIs per område. Ger överblick över vilka typer av data som finns tillgänglig.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
search_kpis ~151
Sök efter nyckeltal (KPIs) med fritextsökning, publiceringsdatum eller verksamhetsområde. Returnerar en lista med matchande KPIs. Svenska söktermer ger bäst resultat.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Max antal resultat (standard: 20, max: 100) |
| operating_area | string | – | Filtrera efter verksamhetsområde (t.ex. "Utbildning", "Hälso- och sjukvård") |
| publication_date | string | – | Filtrera efter publiceringsdatum (YYYY-MM-DD) |
| query | string | – | Sökterm för att filtrera KPIs efter titel (svenska termer ger bäst resultat) |
No output schema declared.
No examples provided.
search_municipalities ~90
Sök efter svenska kommuner eller regioner (landsting). Filtrera efter namn eller typ. Det finns 290 kommuner och 21 regioner i Sverige.
| Name | Type | Req | Description |
|---|---|---|---|
| municipality_type | string | – | Typfilter: K=Kommun, L=Landsting/Region, all=båda |
| query | string | – | Sökterm för att filtrera kommuner efter namn |
No output schema declared.
No examples provided.
search_organizational_units ~166
Sök efter organisationsenheter som skolor, förskolor, äldreboenden etc. Filtrera efter namn, kommun eller typ. OBS: Resultat trunkeras till limit (max 100). Kontrollera "truncated" i svaret för att veta om det finns fler träffar.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | number | – | Max antal resultat (standard: 20, max: 100) |
| municipality | string | – | Filtrera efter kommun-ID (4-siffrig kod) |
| ou_type | string | – | Filtrera efter OU-typ (t.ex. "V11" för förskola, "V15" för grundskola) |
| query | string | – | Sökterm för att filtrera enheter efter namn |
No output schema declared.
No examples provided.
How do I install the Kolada MCP Server server?
Kolada MCP Server runs locally as an npm package, launched with npx -y kolada-mcp-server. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
npm · kolada-mcp-server
claude mcp add isakskogstad-kolada-mcp -- npx -y kolada-mcp-server
What is the Kolada MCP Server server?
Kolada MCP Server is listed in the public MCP registry as io.github.isakskogstad/kolada-mcp. Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municipalities. This page covers its npm package (kolada-mcp-server).
Is the Kolada MCP Server server safe to use?
Kolada MCP Server scores 81 out of 100 on VerifyMCP. We recorded 1 known advisory against it as of 5 November 2026. It declares no install or post-install scripts. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the Kolada MCP Server server expose?
Kolada MCP Server exposes 21 tools: search_kpis, get_kpi, get_kpis, get_kpi_groups, get_kpi_group, and 16 more. Their descriptions and schemas cost roughly 2,234 tokens of context every time the server is loaded.
Is the Kolada MCP Server server still maintained?
Kolada MCP Server is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the Kolada MCP Server server under?
Kolada MCP Server declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.
What did VerifyMCP test on the Kolada MCP Server server?
VerifyMCP ran 16 checks on Kolada MCP Server, covering Malware scan, Known CVEs, Install scripts, Dependency health and 12 more. Endpoint Security and Transport & Reachability do not apply to an npm package, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.