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zotero-mcp-code

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Code-backed Zotero searches: fast and safe.

Education & Research#research#zotero#deduplication#ranking#semantic-search#code-execution
Authorkerim
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The Zotero MCP workflow often crashes when returning large results to Claude. This skill executes Zotero queries inside the code execution environment, keeping heavy data out of the LLM context and preventing crashes.

Core Features & Use Cases

  • Multi-strategy search: semantic, keyword, and tag-based queries are combined, deduplicated, and ranked automatically.
  • Safe large-scale data handling: fetch 50-100+ items per strategy without overwhelming the LLM context.
  • Fast, structured results: returns a formatted Markdown list ready for display in Claude or downstream tools.
  • Use Case: a researcher wants a comprehensive literature set on embodied cognition; the skill returns the top 20 most relevant papers after deduplication and ranking.

Quick Start

Quick Start instructions: Import the library, instantiate a SearchOrchestrator, call comprehensive_search('your query', max_results=20), and format the results to display.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: zotero-mcp-code
Download link: https://github.com/kerim/zotero-code-execution/archive/main.zip#zotero-mcp-code

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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