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mckinsey

vizro-mcp

Official
by mckinsey

get_model_json_schema

Retrieve the JSON schema for any Vizro model by specifying its name, enabling validation and autocomplete for dashboard configurations.

Instructions

Get the JSON schema for the specified Vizro model. Server Vizro version: 0.1.54

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
model_nameYesName of the Vizro model to get schema for (e.g., 'Card', 'Dashboard', 'Page')

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
model_nameYes
json_schemaYes
additional_infoYes
Behavior2/5

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

No annotations exist; description only states the action without disclosing any behavioral traits such as authentication, side effects, or read-only nature.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single sentence, front-loaded, no wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple retrieval tool with one parameter and an output schema, the description is sufficiently complete, though it could mention the output format.

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?

Schema coverage is 100%, and the description adds no extra meaning beyond the parameter's own description; baseline score applies.

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 ('Get the JSON schema') and the target ('specified Vizro model'), distinguishing it from siblings like 'validate_chart_code'.

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?

No explicit guidance on when to use or when not to use; the purpose is clear but alternatives are not mentioned.

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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