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takeokunn

@takeokunn/metabase-mcp

by takeokunn

search_dataset_param_values

Search for valid values to populate a dataset parameter in Metabase by specifying a search query and field IDs.

Instructions

Search values for a dataset parameter 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 are provided, and the description is minimal. It does not disclose behavioral traits such as search scope, filtering behavior, authentication requirements, rate limits, or whether results are ordered or limited.

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 very concise (one sentence) and front-loaded. It is efficient but may be too terse for a tool with complex 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 the complexity of the nested input schema and lack of annotations or output schema, the description is insufficient. It omits details about how the search works, what values are returned, and how to construct the 'parameter' object.

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?

The input schema provides descriptions for properties (e.g., 'Search query'), but the tool description adds no additional meaning. Baseline 3 is appropriate given schema descriptions exist; however, the description does not enhance understanding of the nested 'parameter' object.

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 action (search), the resource (dataset parameter), and the system (Metabase). It distinguishes itself from sibling tools like search_card_param_values and search_dashboard_param_values by specifying 'dataset'.

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 (e.g., get_dataset_param_values, search_card_param_values). The user must infer context 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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