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takeokunn

@takeokunn/metabase-mcp

by takeokunn

search_metric_dimension_values

Search dimension values of a metric by specifying metric ID, dimension key, and query string.

Instructions

Search values for a dimension of a metric 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, so the description carries full burden. It only states the action but does not disclose if it is read-only, how search matches (exact, partial, etc.), or any side effects. Minimal behavioral context.

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

Conciseness3/5

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

The description is a single short sentence, making it concise but potentially too brief given the tool has three parameters and no output schema. It lacks structured details.

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 the tool has three required parameters and no output schema, the description is incomplete. It does not explain what the search returns, how to interpret results, or any constraints. An agent would lack sufficient context to use this tool correctly.

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

Parameters2/5

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

The description adds no information about the parameters beyond what the schema already provides. The schema has descriptions for inner fields, but overall schema description coverage is 0%, so the description should compensate but does not.

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

Purpose4/5

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

The description states 'Search values for a dimension of a metric in Metabase', clearly indicating a search operation on metric dimension values. It distinguishes from sibling 'get_metric_dimension_values' which likely returns all values. However, it lacks precision about the return format or scope.

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 like 'get_metric_dimension_values' or other search tools. The description does not indicate prerequisites or typical use cases.

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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