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transkribus-mcp-server

by lazyants

Get Validation Data Documents

transkribus_model_get_validation_data_docs
Read-onlyIdempotent

Retrieve documents used as validation data for a Transkribus model. Provide model type and ID to get the validation dataset.

Instructions

Get the documents used as validation data for a model.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeYesModel type (e.g. htr, la, ocr)
idYesResource ID
indexNoStart index
nValuesNoNumber of values
Behavior2/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, covering the safety profile. The description adds no behavioral context beyond restating the basic operation, missing opportunities to disclose pagination behavior or other traits.

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 sentence with no extraneous information. It is concise and directly states the purpose without waste.

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?

The tool has 4 parameters, including pagination-related fields (index, nValues), and no output schema. The description does not explain the response format, pagination behavior, or how the return value relates to validation data, leaving significant gaps for a retrieval tool.

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?

The input schema has 100% coverage with descriptions for all parameters. The description does not add any extra meaning or context beyond the schema, so the baseline score of 3 is appropriate.

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 tool retrieves documents used as validation data for a model. It uses a specific verb ('Get') and resource ('documents'), but does not distinguish between similar sibling tools like transkribus_model_get_validation_data, which may return validation data itself rather than the document list.

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. There is no mention of prerequisites, exclusions, or preferred contexts, leaving the agent without decision support.

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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