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transkribus-mcp-server

by lazyants

Keyword Search in Document

transkribus_doc_kws_search
Read-onlyIdempotent

Search for keywords within a document using collection ID, document ID, and query string to quickly locate specific terms.

Instructions

Search for keywords within a document.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
collIdYesCollection ID
idYesDocument ID
queryYesSearch query string
Behavior2/5

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

Annotations (readOnlyHint, idempotentHint) indicate a safe read operation, but the description adds no behavioral context beyond 'search.' It does not disclose what is searched (e.g., full text or metadata), what matches look like, or how results are returned. No contradiction with annotations.

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 concise sentence, but it lacks structured details. While front-loaded, it omits important information that could be included without significantly increasing length.

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 tool has 3 required parameters and no output schema, the description should explain return results (e.g., list of pages, hit highlights) or indicate limitations (e.g., only works on indexed documents). The current description is too minimal to fully inform an LLM.

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 all three parameters (collId, id, query). The description does not add any additional meaning or context beyond what the schema provides, so baseline 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 verb 'search' and resource 'keywords within a document,' aligning with the name and title. It is specific enough, but does not explicitly differentiate from sibling tools like transkribus_search_keyword or transkribus_kws_create_query, which perform similar or related functions.

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, such as requiring an indexed document, or exclusions for when other search tools are more appropriate.

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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