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takeokunn

@takeokunn/metabase-mcp

by takeokunn

search_dashboard_param_values

Find filter parameter values for a Metabase dashboard to refine data exploration. Input dashboard ID, parameter key, and search query.

Instructions

Search possible values for a dashboard filter 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 present, so the description carries the full burden. It does not disclose whether the tool is read-only, requires authentication, or has any side effects. The description is minimal and does not add behavioral context beyond 'search'.

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 concise sentence with no unnecessary words. It is front-loaded with the core purpose. However, it could be expanded slightly to include usage context without becoming verbose.

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 lack of output schema and annotations, the description is insufficient for an agent to fully understand the tool's behavior. It does not explain what the return value looks like, how filtering works, or any limitations. Sibling tools are numerous and similar, so more context is needed.

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 includes descriptions for each sub-property ('Dashboard ID', 'Search query string...', 'Parameter key...'), which provide good semantic meaning. However, the top-level 'input' parameter lacks a description, and the tool description adds no extra clarification beyond the schema.

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 clearly states the tool searches for possible values of a dashboard filter parameter. The verb 'search' and resource 'possible values for a dashboard filter parameter' are specific. However, it does not differentiate from similar sibling tools like 'get_dashboard_param_values' or 'search_card_param_values'.

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 is provided on when to use this tool versus alternatives. There is no mention of prerequisites, context, or conditions for usage. The description lacks any 'when-to-use' or 'when-not-to-use' information.

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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