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xunhe730xunhe730Community·1 Agent Skills Included

ZotPilot

Semantic search, ingestion, and annotation for Zotero libraries

Searches your Zotero paper library by meaning, down to exact sections and paragraphs. Imports papers from DOI, arXiv, or URLs through your own browser session, keeping institution-subscribed PDFs. Builds citation graphs, auto-tags and organizes collections, and writes sentence-level annotations directly into PDFs. Eliminates manual downloading, keyword-only search, and hours of literature review setup.
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npx skills add xunhe730/ZotPilot --all -g -y

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zotpilot

Build a vector index over a local Zotero library for semantic search and MCP tools.

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Frequently Asked Questions

FAQPage Schema
How to install ZotPilot?▼

Run `npx skills add xunhe730/ZotPilot --all -g -y` in your terminal to install all skills in this suite globally.

How to search my Zotero library by meaning?▼

ZotPilot indexes your papers locally and lets you search by concept instead of exact keywords, returning results precise to the section and paragraph level.

Can it save paywalled or institutional PDFs?▼

Yes. The Connector browser extension saves papers through your own Chrome session, so PDFs behind your university or institution subscription are captured too.

Does ZotPilot work with Claude Code and Codex?▼

Yes. It registers as an MCP server and deploys packaged skills that run in Claude Code, Codex, and OpenCode.

Does my paper data leave my computer?▼

No. Indexing, formula OCR, and annotations run locally, and you can pick a fully local embedding model so nothing is sent to external services.

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