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transkribus-mcp-server

by lazyants

Get Validation Data Documents

transkribus_model_get_validation_data_docs
Read-onlyIdempotent

Retrieve validation documents for a Transkribus model by specifying model type and ID. Optionally paginate results with index and count.

Instructions

Get the documents used as validation data for a model.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesResource ID
typeYesModel type (e.g. htr, la, ocr)
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, destructiveHint=false, and idempotentHint=true. The description adds no behavioral information beyond what the annotations provide, such as pagination behavior (index, nValues) or error cases.

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

Conciseness4/5

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

The description is a single concise sentence with no unnecessary words. While it is appropriate in length, it could be slightly more structured to highlight required parameters or usage context.

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

Completeness3/5

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

The description omits details about the return format and pagination behavior (index, nValues). Annotations cover safety, but for a query tool with no output schema, more context about what is returned would be helpful.

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% with all parameters described in the schema. The description does not add any additional meaning beyond what the schema already provides, so baseline score of 3 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 verb 'Get' and the resource 'documents used as validation data for a model', distinguishing it from sibling tools like transkribus_model_get_validation_data (which likely retrieves the data itself) and transkribus_model_get_validation_data_stats (which provides statistics).

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?

The description provides no guidance on when to use this tool versus alternatives, no prerequisites, and no context about the model type or validation data. Usage is only implied by the tool's name and description.

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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