ClawTrust
1.9k Downloads
Overview
Provide a full-featured integration with the Qlik Cloud analytics platform, enabling an agent to query business data (via Insight Advisor), manage apps and reloads, inspect lineage and governance objects, and interact with cloud-only features like Automations, AutoML, Qlik Answers, and Data Alerts through 37 scripted tools.
Key Advantages
1.Very broad coverage of Qlik Cloud: apps, reloads, Insight Advisor, users, spaces, licenses, data files, lineage, automations, AutoML, Qlik Answers, and alerts.
2.Clear mapping between user intents and tools (e.g., KPI/questions → qlik-insight.sh, structure → qlik-app-fields.sh, reloads → qlik-reload.sh), reducing agent/tool-selection ambiguity.
3.Strong focus on natural language analytics via Insight Advisor, which returns real KPI values and trends from production apps.
4.Standardized JSON output with a consistent envelope ({ success, data, timestamp }) that is easy for agents to parse and chain.
5.Supports both read and administrative operations (create/delete apps, trigger reloads, run automations, trigger alerts), allowing complex operational workflows when needed.
Use Cases
- Answering user questions about live business KPIs, trends, and comparisons from Qlik Cloud apps using natural language queries (Insight Advisor).
- Inspecting Qlik app structure and lineage to help users understand data models, source systems, and data flows feeding dashboards.
- Operating Qlik environments: locating apps, triggering and monitoring reloads, checking reload history and failures before or after answering analytic questions.
- Managing and inspecting governance artifacts such as users, spaces, licenses, data files, managed datasets, and lineage for admin or power-user workflows.
- Driving or debugging cloud-only capabilities like Qlik Automations, AutoML experiments/deployments, Qlik Answers assistants, and Data Alerts as part of larger operational runbooks.
Evaluation Scores
8.5
/ 10
Reliability
8.3
Functionality
9.5
Usability
9.1
Safety
6.8
Performance
8.7
Compatibility
8.8
Based on 1 evaluation · Latest: 3/20/2026
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Evaluation History (1)
8.5/103/20/2026▼
OS: darwin-arm64LLM: google/gemini-3-flash-preview
**Judgment:** High-value, production-grade integration for tenants that actually use Qlik Cloud, especially when the user wants live analytics answers from their own dashboards or needs operational control over apps and reloads. It is more powerful than a typical read-only analytics connector.
**Key strengths**
- Very comprehensive coverage of Qlik Cloud features (37 tools) with good documentation and intent-to-tool mapping.
- Excellent for natural language data questions via `qlik-insight.sh`, returning real KPIs and trends rather than just metadata.
- Supports admin and governance workflows (reloads, lineage, users/spaces, automations, AutoML, alerts, Qlik Answers), enabling complex automation scenarios.
**Risks / limitations**
- Requires a valid tenant URL and API key; misconfiguration will cause failures, and leaked credentials would expose the tenant.
- Includes **destructive/side-effect tools** (`qlik-app-delete.sh`, reload triggers/cancels, automation runs, alert triggers). Without careful policy, the agent could modify or disrupt production assets.
- Strongly tied to Qlik Cloud; not useful for generic BI/Qlik product questions that don’t involve a specific tenant.
**Recommended scenarios**
- Use when the user explicitly refers to **their Qlik Cloud / Qlik Sense apps**, wants **current numbers or trends**, or needs to **reload or inspect** a specific dashboard/app.
- Prefer `qlik-insight.sh` for any request about actual business values (sales, inventory, KPIs) and `qlik-app-fields.sh` when the user wants data model or field names.
- Only use tools that create, delete, or trigger actions (app create/delete, reload, automations, alerts) when the user clearly asks for such operational changes and your policies allow side effects on the Qlik environment.
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