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takeokunn

@takeokunn/metabase-mcp

by takeokunn

create_dashboard_subscription

Set up automated dashboard subscriptions to send email or Slack notifications on a schedule. Define recipients and choose frequency to keep your team informed.

Instructions

Create a dashboard subscription (email/Slack notification) 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, so the description carries the full burden. It only states 'Create' with no detail on side effects, permissions, destructure hints, or error conditions. For a creation tool, more transparency is needed.

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 sentence with no redundancy. It is front-loaded with the most important idea. However, it could include additional key details 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?

The tool has a complex nested input schema with multiple required fields and no output schema. The description is far too brief to cover the necessary context for correct usage. It lacks information on return values, error handling, and behavior of the subscription creation.

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?

The description does not mention any parameters. Schema coverage is 0%, so the description should compensate, but it adds zero value beyond what's in the schema. The nested input object has multiple required fields like dashboard_id and channels, none described in the tool description.

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 ('Create'), the resource ('dashboard subscription'), and specifies the type ('email/Slack notification'). It distinguishes this tool from siblings like 'list_dashboard_subscriptions' and 'update_dashboard_subscription', and from 'create_pulse' by specifying the subscription type. The verb+resource is clear and 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?

The description provides no guidance on when to use this tool versus alternatives, no prerequisites, no when-not-to-use conditions. Given siblings like 'create_pulse' and 'update_dashboard_subscription', explicit context is missing.

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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