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takeokunn

@takeokunn/metabase-mcp

by takeokunn

send_adhoc_notification

Send ad-hoc notifications to users or channels directly from Metabase.

Instructions

Send an ad-hoc notification in Metabase

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputYes
Behavior2/5

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

With no annotations, the description carries full burden but only states the basic action. It does not disclose side effects, authentication requirements, rate limits, or idempotency, which are critical for a send operation.

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 sentence, which is concise but under-specified. It lacks structure and does not provide enough information to justify its brevity, given the tool's complexity.

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 complexity of sending a notification with an open schema (additionalProperties allowed), the description is severely incomplete. It omits details on channels, payload fields, response format, and error conditions, making it nearly useless for an agent.

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 input schema has a single parameter 'input' with a nested 'notification' object described as 'Notification payload to send ad-hoc'. The tool description adds no extra meaning beyond this vague schema, failing to clarify the payload structure or required fields.

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 specifies the verb 'send' and resource 'ad-hoc notification', clearly indicating the tool's action. The term 'ad-hoc' helps distinguish it from scheduled notifications, though it does not explicitly differentiate from the sibling 'send_notification'.

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 'send_notification'. The description lacks context about prerequisites, scenarios, or exclusions, leaving the agent to infer usage.

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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