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alexobiwan-creator

zotero-mcp-lite

zotero_search_annotations

Search all PDF highlights and comments across your library by keyword to retrieve reading insights and contextualize them across papers.

Instructions

Search all PDF highlights and comments across your entire library by keyword. Finds your reading insights containing the search term across all papers. Returns: highlighted text, your comments, page numbers, and parent paper context. Use for: cross-paper knowledge synthesis, finding where you discussed a concept, building thematic connections from your reading history.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
limitNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

No annotations are provided, so the description carries the burden. It discloses the return values (highlighted text, comments, page numbers, parent paper context) and scope (across all papers). It is transparent for a read-only search tool.

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 three sentences, front-loaded with the core action, followed by usage guidance and return details. Every sentence adds value without redundancy.

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

Completeness5/5

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

Given the tool's low complexity (2 simple parameters, output schema exists), the description covers purpose, usage, and return fields adequately. No gaps remain.

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?

With 0% schema description coverage, the description partially compensates by explaining 'query' as a keyword search term. However, the 'limit' parameter is not described, leaving a gap.

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 'Search' and the resource 'PDF highlights and comments across your entire library by keyword'. It distinguishes from sibling tools like zotero_search_items which search metadata, not annotations.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides explicit use cases such as 'cross-paper knowledge synthesis' and 'finding where you discussed a concept'. It implies appropriate contexts but does not explicitly state when not to use or name alternative tools.

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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