No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
by papersgpt · MCP Server · ★ 2.6k
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
🔒 Is papersgpt-for-zotero safe to install? View the security audit →
PapersGPT: The Ultimate Zotero AI Plugin 🚀 Introducing PapersGPT AutoPilot (Zotero AI Agent) We are thrilled to release AutoPilot, a powerful automation tool that transforms PapersGPT into a fully autonomous research assistant. Say goodbye to manual skimming and hello to effortless literature review. 🛠️ How it Works Setup: Select your preferred LLM in PapersGPT. Launch: Click the Robot Icon (top-right corner) to enter the AutoPilot dashboard. Select: Choose the specific papers from your Zotero library that you wish to process. Prompt: Define your research goals or specific extraction prompts. Execute: Sit back as the AI autonomously reads the papers and saves key insights directly into your Zotero Notes. 🌟 Why it's a Game-Changer Massive Efficiency: "Read" and analyze 100+ papers overnight. Start your next morning with a curated summary of your entire library. Seamless Integration: All AI-generated insights are synced back to Zotero automatically—no manual copy-pasting required. Personalized Insights: Tailor the prompts to focus on methodology, findings, or specific data points relevant to your research.
| Stars | 2,650 |
| Forks | 96 |
| Language | JavaScript |
| Category | MCP Server |
| License | AGPL-3.0 |
| Quality Score | 62.3195163738386/100 |
| Open Issues | 76 |
| Last Updated | 2026-09-21 |
| Created | 2024-11-22 |
| Platforms | claude-code, gemini, mcp, node |
| Est. Tokens | ~15k |
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papersgpt-for-zotero is A powerful Zotero AI and MCP plugin with ChatGPT, Gemini 3.7, Claude Fable 5, Claude Opus 5, DeepSeek V4, Grok, OpenRouter, Kimi k3, GLM 5.3, SiliconFlow, GPT-oss, Gemma 4, Qwen 3.8. It is categorized as a MCP Server with 2.6k GitHub stars.
papersgpt-for-zotero is primarily written in JavaScript. It covers topics such as ai, chat, chatgpt.
You can find installation instructions and usage details in the papersgpt-for-zotero GitHub repository at github.com/papersgpt/papersgpt-for-zotero. The project has 2.6k stars and 96 forks, indicating an active community.
papersgpt-for-zotero is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.
The top alternatives to papersgpt-for-zotero on Agent Skills Hub include Risuai, deepchat, Everywhere. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.
Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
Sources & who's responsible: