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transkribus-mcp-server

by lazyants

List Model Collections

transkribus_model_list_collections
Read-onlyIdempotent

Fetch collections linked to a specific model by providing its type (e.g., htr, la, ocr) and ID.

Instructions

List collections associated with a model by type and ID.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
typeYesModel type (e.g. htr, la, ocr)
idYesResource ID
Behavior2/5

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

Annotations already indicate readOnlyHint, destructiveHint=false, idempotentHint=true. The description only restates 'List', which adds no additional behavioral context beyond the annotations. It does not mention any latency, pagination, or data volume considerations.

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, well-structured sentence that front-loads the action. It is very concise, though it sacrifices some detail that could be included without excessive length.

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?

Given the simplicity of the tool and the presence of annotations, the description is adequate but lacks details about the output format (no output schema) and error conditions. It covers the basic functionality but leaves the agent guessing about returns.

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 descriptions for both type and id. The description does not enhance the parameter meaning beyond the schema; it simply restates the parameters implicitly. Baseline of 3 is appropriate as schema does the heavy lifting.

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 (List), resource (collections associated with a model), and the required parameters (type and ID). It distinguishes from sibling tools like transkribus_model_list_collections_by_id by implying a different parameterization.

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 such as transkribus_model_list_collections_by_id. No context on prerequisites or typical usage scenarios is given.

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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