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yangkyeongmo

MCP Server for OpenMetadata

by yangkyeongmo

create_report

Generate and publish new reports in OpenMetadata to document and share data insights across your organization.

Instructions

Create a new report in OpenMetadata

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
report_dataYes
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 'Create' which implies a write operation, but doesn't disclose behavioral traits like required permissions, whether the operation is idempotent, what happens on failure, or any rate limits. This leaves significant gaps for a mutation tool.

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?

The description is a single, clear sentence with no wasted words. It's appropriately sized and front-loaded with the essential action and resource.

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?

For a mutation tool with no annotations, 0% schema coverage, no output schema, and a nested object parameter, the description is inadequate. It doesn't explain what constitutes a valid report, what the tool returns, or any error conditions, leaving too many unknowns for effective use.

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 description provides no information about the single parameter 'report_data'. With 0% schema description coverage and a nested object parameter, the description fails to compensate by explaining what 'report_data' should contain, its structure, or examples of valid values.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states the action ('Create') and resource ('new report in OpenMetadata'), which provides a basic understanding of purpose. However, it doesn't specify what type of report or distinguish it from similar tools like 'create_dashboard' or 'create_metric' among the many sibling tools.

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. With many sibling tools for creating various entities (e.g., create_dashboard, create_metric), the description lacks any context about appropriate use cases, prerequisites, or exclusions.

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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