cookjohn

cookjohn / gs-skills

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Google Scholar skills for Claude Code — search, citation tracking, full-text access, and Zotero export via Chrome DevTools MCP

11
2
100% credibility
Found Mar 06, 2026 at 11 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

Skills for an AI assistant to search Google Scholar, track citations, retrieve full-text links, navigate results, and export papers to Zotero via browser interaction.

How It Works

1
🔍 Hear about smart paper hunting

While researching topics, you discover a handy add-on that lets your AI buddy search academic papers like a pro.

2
🛠️ Gather your everyday tools

Check that you have your AI chat app, web browser, and optional paper organizer ready on your computer.

3
📥 Add research superpowers

Follow easy steps to slip the special paper-finding abilities into your AI's toolkit folder.

4
🌐 Wake up your browser

Open your browser in a friendly mode so your AI can peek at web pages safely.

5
💬 Chat with your powered AI

Fire up the AI chat and type simple phrases like 'search deep learning papers' to start exploring.

6
📖 Dive into paper details

Ask for papers that cite others, full reading links, or more result pages effortlessly.

7
💾 Save gems to your library

One quick phrase sends chosen papers directly to your personal collection app.

🎉 Research made joyful

Your library fills with perfect papers, citations mapped, and full texts ready—research feels easy now!

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Star Growth

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AI-Generated Review

What is gs-skills?

gs-skills equips Claude Code CLI with Google Scholar commands for searching papers, tracking citations via data-cid, fetching full-text PDFs or DOIs, paginating results, and exporting BibTeX to Zotero. It tackles the lack of a public Scholar API by automating Chrome browser interactions through DevTools MCP, letting you run /gs-search "deep learning" or /gs-advanced-search "author:Einstein after:2020" right in your terminal. Python handles Zotero pushes, including PDF attachments, streamlining research from query to library.

Why is it gaining traction?

Stands out with fast async DOM extraction—no screenshots or OCR—plus CAPTCHA detection that pauses for manual fixes, unlike flaky scrapers or paid google scholar alternatives. The gs-researcher agent orchestrates workflows like search-to-cite-to-export, hooking Claude Code users who want google scholar ai integration without building from scratch. Zotero export with PDF downloads beats manual copying, especially for citation-heavy flows.

Who should use this?

Academic devs and AI researchers chaining Scholar queries into Claude agents for lit reviews. PhD students tracking google scholar citations during thesis work. Claude Code power users exporting to Zotero for paper management.

Verdict

Try it for niche Claude-Scholar workflows—docs are clear and cross-platform—but 11 stars and 1.0% credibility score flag it as immature with room for tests and broader adoption. Solid start for gs skills fans.

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