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takeokunn

@takeokunn/metabase-mcp

by takeokunn

export_embed_dashcard_query

Export query results from an embedded Metabase dashcard as CSV, JSON, or XLSX by providing token, dashcard ID, and card ID.

Instructions

Export results of an embedded dashcard query in Metabase

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputYes
Behavior2/5

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

No annotations provided, and the description only states the tool's function without disclosing behavioral traits. It does not indicate side effects (likely none), required permissions, or that it is a read-only operation. The description fails to add context beyond the basic 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 that directly states the purpose. It is front-loaded and contains no fluff, though it could include more detail without becoming verbose.

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

Completeness1/5

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

Given 4 required nested parameters, no output schema, no annotations, and many sibling tools, the description is severely incomplete. It omits parameter explanations, output format details, and any usage context. This is insufficient for correct invocation.

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

Parameters1/5

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

Schema description coverage is 0%, and the description provides no explanation for the required parameters (token, dashcard_id, card_id, export_format). The schema only offers type info and a minimal description on export_format. The description should compensate but does not, making it impossible for an agent to know how to fill these parameters correctly.

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 verb 'Export' and the specific resource 'embedded dashcard query', distinguishing it from sibling tools like export_dashcard_query (non-embedded) and run_embed_dashcard_query (run vs export). The purpose is unambiguous.

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 such as run_embed_dashcard_query or export_embed_card_query. There is no mention of prerequisites, context, or exclusions.

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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