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Google Scholar skills for Claude Code — search, citation tracking, full-text access, and Zotero export via Chrome DevTools MCP
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| 2026-08-04 | 470 |
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| 2026-11-01 | 542 |
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| 2026-11-04 | 544 |
Today
+1 stars today
This week
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This month
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Momentum
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growth rate 1.11%/day
# Google Scholar Skills for Claude Code [English](#english) | [中文](#中文) | WeChat Official Account (公众号) | WeChat Group (微信群) | Discord | |:---:|:---:|:---:| | <img src="qrcode_for_gh_a1c14419b847_258.jpg" width="200"> | <img src="0320.jpg" width="200"> | [Join Discord](https://discord.gg/tGd5vTDASg) | | 未来论文实验室 | 扫码加入交流群 | English & Chinese | --- <a id="english"></a> ## English [Claude Code](https://docs.anthropic.com/en/docs/claude-code) skills that let Claude interact with [Google Scholar](https://scholar.google.com) through Chrome DevTools MCP. Search papers, track citations, get full-text links, and export to Zotero — all from the Claude Code CLI. ### Prerequisites - [Claude Code](https://docs.anthropic.com/en/docs/claude-code) CLI installed - Chrome browser with remote debugging enabled - [Zotero](https://www.zotero.org/) desktop app (optional, for export) - Python 3 (optional, for Zotero push script) ### Skills | Skill | Description | Invocation | |-------|-------------|------------| | `gs-search` | Keyword search with structured result extraction | `/gs-search deep learning` | | `gs-advanced-search` | Filtered search: author, journal, date range, exact phrase, title-only | `/gs-advanced-search author:Einstein after:2020 relativity` | | `gs-cited-by` | Find papers that cite a given paper via data-cid | `/gs-cited-by 0qfs6zbVakoJ` | | `gs-fulltext` | Get full-text access links: PDF, DOI, Sci-Hub, publisher | `/gs-fulltext 0qfs6zbVakoJ` | | `gs-navigate-pages` | Pagination for search results | `/gs-navigate-pages next` | | `gs-export` | Export to Zotero via BibTeX extraction | `/gs-export 0qfs6zbVakoJ` | ### Agent **`gs-researcher`** — orchestrates all 6 skills. Handles CAPTCHA detection (pauses and asks user to solve manually) and multi-step workflows like "search → track citations → export to Zotero". ### Installation #### 1. Install Chrome DevTools MCP server ```bash claude mcp add chrome-devtools -- npx -y chrome-devtools-mcp@latest ``` #### 2. Install Google Scholar skills ```bash git clone https://github.com/cookjohn/gs-skills.git cd gs-skills cp -r skills/ agents/ .claude/ ``` Or add to an existing project: ```bash git clone https://github.com/cookjohn/gs-skills.git /tmp/gs-skills cp -r /tmp/gs-skills/skills/ your-project/.claude/skills/ cp -r /tmp/gs-skills/agents/ your-project/.claude/agents/ ``` #### 3. Start Chrome with remote debugging ```bash # Windows "C:\Program Files\Google\Chrome\Application\chrome.exe" --remote-debugging-port=9222 # macOS /Applications/Google\ Chrome.app/Contents/MacOS/Google\ Chrome --remote-debugging-port=9222 # Linux google-chrome --remote-debugging-port=9222 ``` #### 4. Launch Claude Code ```bash claude ``` Skills and agent are picked up automatically. Try `/gs-search deep learning` to verify. ### How It Works All skills use async `evaluate_script` calls via Chrome DevTools MCP — no screenshot parsing or OCR. Each skill operates in 1-2 tool calls (navigate + evaluate_script), making interactions fast and reliable. Key design choices: - **DOM scraping only** — Google Scholar has no public API; all data extraction uses CSS selectors - **`data-cid` as primary key** — cluster ID used across all skills for citation tracking, export, and cross-referencing - **Single async script per operation** — replaces multi-step snapshot → click → wait_for patterns - **BibTeX via navigate_page** — bypasses CORS restrictions on `scholar.googleusercontent.com` - **CAPTCHA-aware** — detects Google Scholar CAPTCHA and pauses for manual resolution ### Project Structure ``` skills/ ├── gs-search/SKILL.md # Basic keyword search ├── gs-advanced-search/SKILL.md # Filtered search (author, journal, date, etc.) ├── gs-cited-by/SKILL.md # Citation tracking via data-cid ├── gs-fulltext/SKILL.md # Full-text access links (PDF, DOI, Sci-Hub) ├── gs-navigate-pages/SKILL.md # Result pagination ├── gs-export/ # BibTeX export &
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:e13ebff47b6915ac, llm:description: 'Google Scholar skills for Claude Code — search, citation tracking, full-text access, and Zotero export via Chrome DevTools MCP'
matched fp:e13ebff47b6915ac, llm:description: 'Google Scholar skills for Claude Code — search, citation tracking, full-text access, and Zotero export via Chrome DevTools MCP'
matched fp:e13ebff47b6915ac, llm:description: 'Google Scholar skills for Claude Code — search, citation tracking, full-text access, and Zotero export via Chrome DevTools MCP'