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JumenEngels

sap_analytics_cloud_mcp

by JumenEngels

sac_export_get_master_data

Retrieve master data and level-based hierarchies for dimensions using namespace and provider parameters.

Instructions

Get master data and level-based hierarchies for all dimensions.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
$topNoMax results
$skipNoSkip N
$countNoInclude count
$filterNoOData filter
$formatNoResponse format
$selectNoColumns
$orderbyNoOrder by
providerYesProvider ID
namespaceYesNamespace ID
Behavior2/5

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

No annotations are provided, so the description carries full burden. It does not disclose side effects, idempotency, rate limits, or any behavioral traits. The minimal description gives no transparency beyond the core action.

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 a single, efficient sentence with no wasted words. It is front-loaded with the core action, but could benefit from a slightly more structured format (e.g., bullet points for parameters).

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

Completeness2/5

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

Given 9 parameters, 2 required, and many sibling tools (particularly other sac_export_get_* tools), the description is too minimal. It does not clarify what 'master data' entails, how hierarchies are structured, or what filtering options exist. The absence of output schema further increases the need for descriptive context.

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 descriptions for all 9 parameters. The description adds no parameter-level information, but the schema already covers them. 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 it retrieves master data and level-based hierarchies for all dimensions. This verb-resource combination distinguishes it from sibling tools like sac_export_get_fact_data or sac_export_get_dimension_master.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives, no conditions or prerequisites mentioned. The description does not differentiate from other export tools or specify any use-case constraints.

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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