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haiprobmt

PBIP Builder MCP Server

by haiprobmt

model_generate_from_schema

Generate model tables for a Power BI Project from a structured schema defining tables, columns, and measures.

Instructions

Generate model tables from a simple schema object.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
projectPathYes
tablesYes
dryRunNo
Behavior2/5

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

The description only says 'generate', lacking disclosure of side effects, idempotency, or the role of dryRun. No annotations provided to mitigate this gap.

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, concise, but so minimal that it sacrifices valuable information. It could be slightly longer while remaining structured.

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 complexity of a multi-table schema object and a dryRun parameter, this one-sentence description is insufficient. No output schema exists to compensate.

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?

With 0% schema coverage, description adds no meaning to parameters like projectPath, tables, or dryRun. The input schema is detailed but the description does not reference any parameter behavior.

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 states the tool generates model tables from a schema object, which is a specific action. It distinguishes from sibling tools like model_add_table which operate on individual tables, but could be more explicit about bulk generation.

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 vs alternatives such as model_add_table. No mention of 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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