Open source · Apache-2.0

qseow-mcp

The open-source MCP server for Qlik Sense Enterprise on Windows.

AI agents that do what your best analyst does when a number is wrong: walk KPI → object → sheet → app → script → source, evaluating the governed definition at every step.

The troubleshooting loop: an AI agent traces a KPI to its object, sheet, app, load script, and source, evaluating the governed definition at each step, then fixes the root cause and ties the number back out — every step auditable.

The troubleshooting loop

At close, the executive dashboard disagrees with the datamart. Your best analyst traces the number backward — KPI to object to sheet to app to load script to source — checking the governed definition at each hop. qseow-mcp gives an AI agent that same path: it finds the double-loaded batch, shows the step that broke, and ties the number back out. Minutes, not a war room — and every step is auditable.

Built to point at production

Safety is the feature.

Read-only by default

Nothing mutates your estate unless you explicitly register a mutating tool. Safe to point at production on day one.

Both auth modes, fully exercised

Certificate auth and per-user JWT — the same governed identity your users already have. No shared super-user impersonation required.

Credential redaction on every egress

Connection strings and secrets are stripped on every path out of the server, including data-connection lookups.

Render-verified

All 12 supported visualization types are verified in a real browser — what the agent reports is what a human would see.

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tools across four role groups — the full engine surface, not the REST subset.

AnalystQuery governed data, fields, and master measures across apps.
TroubleshootingThe loop itself — trace a KPI back to its source, evaluating the governed definition at each hop.
DeveloperInspect and manage apps, objects, sheets, and load scripts.
AdminGovernance surface — security rules, tasks, and estate metadata.

See it work

One wrong number, traced to root cause.

troubleshooting-loop — live traceclick to skip

Install it

Apache-2.0 and free. It starts read-only — write tools are not registered until you turn them on.

Any MCP client

npm i qseow-mcp

Claude Desktop — one click

Download the .mcpb bundle from the latest release and double-click it. It prompts for your host and credentials — no config files to edit.

Certificate and JWT auth are both supported. Setup, tool reference and the security model are in the README.

View on GitHub

Want this running against your estate, safely?

We deploy it read-only, run the loop on your real support backlog, and hand you the findings and a rollout plan.

Qlik Support Agent Assessment →

Independent open-source project (Apache-2.0). Not affiliated with or endorsed by QlikTech.