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@takeokunn/metabase-mcp

by takeokunn

sync_database_schema

Update the schema for a Metabase database using its ID. Refreshes schema metadata without triggering a full resync.

Instructions

Sync the schema of a database in Metabase (schema only, not a full resync)

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 full burden. It states only that it syncs schema, but fails to disclose important behaviors like whether it is destructive, requires specific permissions, or has any side effects on data. The description is insufficient for an agent to understand the tool's behavioral impact.

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 short and to the point, but it is too brief to be fully informative. It earns its place but lacks detail that could be added without verbosity.

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 tool's complexity (sync operation, single parameter, no output schema, no annotations), the description is incomplete. It omits information about return values, prerequisites, and what happens during sync. An agent would need additional context to use it 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?

Schema coverage is 0% (the schema only says 'Database ID' for the id field). The tool description adds no additional information about the parameter beyond what the schema provides. For a low-coverage schema, 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 clearly states the action (sync) and specific resource (database schema) and distinguishes from a full resync, making the purpose clear. However, it does not elaborate on what 'sync schema' means operationally.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The phrase 'schema only, not a full resync' implies when to use this tool over a full resync, but it does not explicitly mention alternatives like sync_database or sync_table_schema. Usage context is implied but not fully spelled out.

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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