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papersgpt-for-zotero

Research
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A privacy-first, local-first search assistant and MCP server for your Zotero library, enabling AI agents to search and analyze your research papers securely.

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How to use this skill

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Source SKILL.md: https://github.com/papersgpt/papersgpt-for-zotero/blob/HEAD/papersgpt-for-zotero/SKILL.md

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PapersGPT for Zotero Skill

PapersGPT for Zotero is a specialized research assistant designed to turn your local Zotero library into a searchable, intelligent knowledge base. It helps researchers find relevant materials, gain AI-driven insights, rapidly parse research papers, and streamline the literature review process.

Key Research Capabilities

  • Effortless Discovery: Instantly search across your entire collection of research papers to find specific concepts or data points.
  • AI-Powered Insights: Get synthesized insights from your personal library to accelerate your understanding of complex topics.
  • Rapid Literature Review: Quickly identify key arguments, methodologies, or findings across multiple documents to build your literature reviews.

Installation

You can install PapersGPT for Zotero globally using npm. This will make the pz and pgz commands available in your terminal.

npm install -g papersgpt-for-zotero

After installation, ensure that you have your Zotero storage directory accessible and you are ready to use the pz command. More information please see https://github.com/papersgpt/papersgpt-for-zotero.

When to use

  • Use PapersGPT for Zotero when you need to search, analyze, or synthesize information from your personal collection of research papers, PDFs, or academic notes stored in Zotero.
  • Use it to accelerate literature reviews, find specific research findings, or quickly look up concepts across your local research database.
  • Do not use this for searching the public internet or answering general knowledge questions outside your own document collection.

How to use

  1. Initialize: Run pz init once to link your Zotero storage and start the background indexing process. 
    # Initialize with default Zotero path
pz init

# Initialize with a custom path
pz init "/Users/name/Documents/Zotero/storage"
  2. Search: Use pz search "your research query" to perform a targeted search across your local files. 
    # Find papers on a specific methodology
pz search "Bayesian inference in clinical trials"

# Look for specific findings or data points
pz search "What is the baseline accuracy reported in the 2023 study?"
  3. Analyze: Review the context snippets provided by the tool to synthesize answers or findings for your research work.
  4. Manage: Use pz stop when you are finished to shut down the background service. 
    pz stop

Workflow: Answering Research Questions

  1. Initialize: Run pz init to ensure your library is indexed.
  2. Search: Use pz search with specific queries related to your current research focus.
  3. Synthesize: Review the relevant snippets to gain insights or build arguments for your literature review.
  4. Cite: Always verify and cite your sources directly from your Zotero library.

Troubleshooting

  • If pz search returns no results, ensure you have initialized your library with pz init.
  • If performance seems slow initially, it may be due to the background indexing process. The system will become faster as more files are indexed.