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arthurfantaci

Qlik MCP Server

handle_get_app_variables

Retrieve all variables from a Qlik Sense application with options to include definitions, tags, reserved, and configuration variables. Returns structured JSON.

Instructions

MCP tool handler for retrieving Qlik Sense variables.

This tool connects to a Qlik Sense server, opens the specified application, creates a VariableList session object, retrieves all variable metadata, and returns the results as structured JSON.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
argsYesRetrieve all variables from a Qlik Sense application. This tool connects to a Qlik Sense server, opens the specified application, creates a VariableList session object, retrieves all variable metadata, and returns the results as structured JSON.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden. It discloses the tool is read-only (no destructive hints) and describes the server connection and session creation. However, it omits details like authentication requirements, rate limits, or potential side effects.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences that efficiently convey the tool's purpose and process. The first sentence is somewhat technical ('MCP tool handler') but still clear. It is front-loaded and avoids unnecessary detail.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the low complexity (one required parameter, four optional booleans) and the presence of an output schema, the description adequately covers the behavior. It explains the retrieval mechanism and return format. It does not state pagination or limits, but the booleans handle filtering.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with clear parameter descriptions (e.g., app_id as 'GUID format or app name', booleans like 'Include variable definitions/expressions'). The tool description does not add extra meaning beyond the schema, so baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool retrieves Qlik Sense variables with specific steps ('connects to a Qlik Sense server, opens the specified application, creates a VariableList session object'). The purpose is distinct from sibling tools targeting other entities like fields, measures, sheets, etc.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for retrieving variables but provides no explicit guidance on when to prefer this tool over siblings. It does not mention alternatives or exclusion criteria, leaving the agent to infer from the name alone.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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