[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-72766":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":22,"archived":23,"fork":23,"defaultBranch":24,"hasWiki":25,"hasPages":23,"topics":26,"createdAt":10,"pushedAt":10,"updatedAt":47,"readmeContent":48,"aiSummary":49,"trendingCount":16,"starSnapshotCount":16,"syncStatus":50,"lastSyncTime":51,"discoverSource":52},72766,"papersgpt-for-zotero","papersgpt\u002Fpapersgpt-for-zotero","papersgpt","A powerful Zotero AI and MCP plugin with ChatGPT, Gemini 3.5, Claude, DeepSeek V4, Grok, OpenRouter, Kimi 2.6, GLM 5, SiliconFlow, GPT-oss, Gemma 4, Qwen 3.7","https:\u002F\u002Fwww.papersgpt.com",null,"JavaScript",2449,80,13,71,0,9,23,99,27,27.73,"GNU Affero General Public License v3.0",false,"main",true,[27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46],"ai","chat","chatgpt","claude","deepresearch","deepseek","gemini","gemma4","gpt-5","gpt-oss","hermes","kimi","llama","mcp","mistral","openclaw","openrouter","pdf","qwen3","zotero","2026-06-12 02:03:07","# PapersGPT: The Ultimate Zotero AI Plugin\n## 🚀 Introducing PapersGPT AutoPilot (Zotero AI Agent)\n\nWe 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.\n\n### 🛠️ How it Works\n\n1.  **Setup**: Select your preferred LLM in PapersGPT.\n2.  **Launch**: Click the **Robot Icon** (top-right corner) to enter the AutoPilot dashboard.\n3.  **Select**: Choose the specific papers from your **Zotero** library that you wish to process.\n4.  **Prompt**: Define your research goals or specific extraction prompts.\n5.  **Execute**: Sit back as the AI autonomously reads the papers and saves key insights directly into your **Zotero Notes**.\n![autopolit1224_3](https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002F9b2fbb10-5265-4cea-8185-b4c0acce28fd)\n\n\n### 🌟 Why it's a Game-Changer\n\n*   **Massive Efficiency**: \"Read\" and analyze **100+ papers overnight**. Start your next morning with a curated summary of your entire library.\n*   **Seamless Integration**: All AI-generated insights are synced back to Zotero automatically—no manual copy-pasting required.\n*   **Personalized Insights**: Tailor the prompts to focus on methodology, findings, or specific data points relevant to your research.\n\n> [!IMPORTANT]\n> **Open Beta Notice**: AutoPilot is currently in the early testing phase with daily usage limits. We are continuously optimizing the experience and would love to hear your feedback!\n\n---\n*Ready to supercharge your research? [Try AutoPilot on PapersGPT now!](https:\u002F\u002Fgithub.com\u002Fpapersgpt\u002Fpapersgpt-for-zotero\u002Freleases\u002Fdownload\u002Fpapersgpt-v0.5.2\u002Fpapersgpt-v0.5.2.xpi)*\n\n\nPapersGPT is a Zotero plugin that brings state-of-the-art Zotero AI capabilities directly into your research workflow, allowing you to chat PDFs in Zotero, quickly gain key detailed insight, generate summaries, and more. It supports Gemini 3.1, GPT 5.5, DeepSeek V4, Grok 4, ChatGPT, o1\u002Fo3\u002Fo4-mini, Claude Sonnet 4.6, Claude Opus 4.6, MiniMax M2.5 in OpenRouter, SiliconFlow, gpt-oss, Kimi K2.6, GLM 5.1, DeepSeek R1 0528, Qwen3.5, Gemma 3, Llama 3.2 and Mistral.   \nNow PapersGPT supports MCP :sparkles: :fire:, any chatbot client which supports MCP can connect to your personal Zotero library through PapersGPT. Windows, Mac and Linux are all supported.    \nSupport Zotero 8, 9 since v0.3.7.    \n\n## Quickstart\n\n***\n\n### Step 1: Download and Install\n\n1.  First, download the latest [PapersGPT](https:\u002F\u002Fgithub.com\u002Fpapersgpt\u002Fpapersgpt-for-zotero\u002Freleases\u002Fdownload\u002Fpapersgpt-v0.5.2\u002Fpapersgpt-v0.5.2.xpi).  \n2.  Then, install the downloaded Zotero plugin file. For more details, please see [here](https:\u002F\u002Fwww.papersgpt.com\u002Fquickstart).  \n\n### Step 2: Start Chatting with a PDF or Multiple PDFs\n\n#### 1. Launch PapersGPT\n\n*   **Chat with a Single PDF**\n    *   Open a PDF from your Zotero library.\n    *   When you need AI assistance, click \u003Cimg width=\"24\" height=\"24\" alt=\"papersgpt-logo\" src=\"https:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002F5658ede0-131f-481c-93f0-b4072440524e\" \u002F>\n on the top menu of the PDF viewer or use a keyboard shortcut:\n        *   **macOS:** `Command + Enter`\n        *   **Windows:** `Ctrl + Enter`\n\n*   **Chat with Multiple PDFs**\n    *   Select multiple files or a collection in the main Zotero window. Hold `Ctrl` while clicking files on Windows. Hold `Command` while clicking files on Mac. You can see the demo below.\n\n#### 2. Select a LLM model and configure the API KEY of the model, more detailed information please see [here](https:\u002F\u002Fwww.papersgpt.com\u002Fmodels)\n\n#### 3. Ask Questions\n\n*   Use the built-in prompts for common tasks like: Summary, Background, Generating a literature review, Theoretical frameworks, Future directions.  \n*   You can also directly type any question or custom prompt to start the conversation.  \n\n### Step 3: Manage Your Findings and close the chat\n\n*   After chatting, you can easily save the key insights and answers you've gathered from the conversation.  \n\n*   When you're finished, click the red cross (X) close button to exit the PapersGPT window.\n\n## Key Features  \n**Support MCP which makes you can access your Zotero papers in Claude, ChatGPT desktop app, please see [here](https:\u002F\u002Fgithub.com\u002Fdocsagent\u002Fdocsagent) in detail.**  \n**Professional [SKILL](papersgpt-for-zotero\u002FSKILL.md) provides various agents for connecting to your local Zotero library.**   \nIf you use OpenClaw, you can see the papersgpt-for-zotero skill [here](https:\u002F\u002Fclawhub.ai\u002Fpapersgpt\u002Fpapersgpt-for-zotero). You are welcome to submit any issues in this github repo or clawhub.    \nHermes agent support is coming soon.  \nIf you use the App of OpenAI, Claude, Cursor, Claude Code, CodeX or Gemini CLI, you can directly copy and load the [SKILL](papersgpt-for-zotero\u002FSKILL.md).  \n\n**Blazing-Fast. Even for 100+ Page Documents**  \nOptimized for heavy documents, 5x faster PDF reading, allowing you to glide through hundred-page reports, academic papers, and e-books with zero lag.  \n\n**Chat multiple PDFs**  \n\nhttps:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002Fa7c383cd-3986-44cb-bd0e-0d4832b07500\n\n  \n**Lots of SOTA Business LLMs For Choosing on Windows, Mac and Linux:**  \n- The offical API of Qwen, Mistral, Kimi, Z.ai and SiliconFlow can all be accessed in PapersGPT now, they are all top models with very high cost performance.   \n- Integrate OpenRouter in which there are almost all the SOTA business models, and just one key to access all the models on it.  \n  GPT 5.5, Claude Opus 4.7, DeepSeek V4, Claude Haiku 4.5, MiniMax M2.5, Grok 4, Gemini 3.1 Flash Preview, Kimi K2, GLM 5, Qwen3.5, are all here. :sparkles: :fire:  \n- Powered by the smartest cutting-edge LLMs, offering high accuracy to assist you effectively reading papers. Now support the following latest SOTA models:\n  *deepseek-v4* **cost-effective 1M context length, chip** :sparkles: :fire:  \n  *gemini-3.1-pro* **#1 on ChatBot Arena Leaderboard;** :sparkles: :fire:   \n  *Claude Sonnet 4.6* **New model of Claude**  \n  *gemini-flash-latest, gemini-flash-lite-latest* **The latest cost effective models of gemini** :sparkles: :fire:  \n  *glm 5*  **very chip** :sparkles: :fire:   \n  *gpt-5.4* **The latest SOTA model of OpenAI;** Please note that GPT 5 needs identity checked based on OpenAI requirements :sparkles: :fire:  \n  *qwen3-next-80b-a3b-thinking* **a very fast and chip thinking model** :sparkles: :fire:   \n  *kimi-k2-thinking and kimi-k2-0905-preview* **very chip** :sparkles: :fire:   \n  *qwen3.5*   \n  *o1\u002Fo3\u002Fo4-mini*   \n  *gpt-4.1*   \n  *DeepSeek-V3.2*     \n  *DeepSeek-R1*   \n  *claude-3.7-sonnet*   \n  *chatgpt-4o-latest*   \n  *gpt-4o-2024-11-20*   \n  *gpt-4o-mini*  \n  *claude-3.5-sonnet*  \n  *claude-3.5-haiku*  \n  \n**One click running local totaly free SOTA LLMs on Windows, Mac and Linux** :sparkles: :fire:  \n- Now support the following models:\n  *gemma-4* 26b, e4b, e2b are all supported :sparkles: :fire:  \n  *qwen-3.5* 2b, 4b and 9b are all supported  :sparkles: :fire:   \n  *gpt-oss-20b* OpenAI open source model :fire:  \n  *DeepSeek 0528 Distill Qwen3 8B*  \n  *Gemma 3*  :fire:   \n  *Qwen 3*  :fire:  \n  *Gemma 3n*  \n  *Phi-4*  \n  *Phi-4-Mini-Reasoning*   \n  *Mistral 7b*  \n  *DeepSeek-Distill-Llama*  \n  *Llama 3.1*  \n- Models of different sizes are built in based on the size of the local machine GPU.  \n- Note: Please keep a good connection with huggingface and github network for models and environment downloading.\n- These models can be automatically downloaded, installed and used with just one click on the plugin page, models are all locally stored, ensuring not sending your data to remote LLMs.  \n  Of course, these models can be switched as your will, and smarter Open Source LLMs in the future would be accessed as soon as possible.  \n- 100% Privacy and Safe of Your Personal Data. Besides local LLMs, the RAG modules of embeddings, vector database and rerank are all built and runned locally, There will be no data leakage and it can be used normally even on the plane when the internet can't be connected.  \n- Don't worry about your memory overflow, all the Local models shown in PapersGPT can run on your PC. If there are GPUs on your computer, it will automatically choose GPU to run local LLM instead of CPU. Recommand Gemma3 1b, DeepSeek-Distill-Qwen-1.5B or Qwen3-1.7B, in almost all the computers, they all can run and respond quickly.    \n\nhttps:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002F2630a332-1bcd-4132-a37e-d8b360ba1c09\n\n \n\n**Compatible with ollama:**  \n\n- If use ollama, just choose the Ollama in the Customized selection. The model name need to fill is consistent with the name in ollama.    \n\n**Seamless Zotero Integration:**  \n\n- Syncs directly with your Zotero library, making it easy to manage and chat your documents without leaving the Zotero interface.  \n\n## Build the plugin\n\nIf you like to build the plugin by yourself, do as the below commands:\n\n```bash\ngit clone https:\u002F\u002Fgithub.com\u002Fpapersgpt\u002Fpapersgpt-for-zotero.git\ncd papersgpt-for-zotero\nnpm install\nnpm run build\n```\nThe plugin file(papersgpt.xpi) will be built and generated into the build directory\n \n## Use Cases\n\n**Research Assistance:**  \n\n- Summarize research papers, identify key concepts, and quickly get answers to your questions.\n\n**Academic Writing:** \n\n- Generate insights for literature reviews or dive deep into specific sections of papers.  \n\n**Collaborative Projects:** \n\n- Share annotated PDFs and responses with colleagues and teams for smoother collaboration.\n  \n## Contributions\n\nContributions to PapersGPT are welcome! Please follow the standard GitHub process for submitting pull requests or reporting issues.\n\n","PapersGPT 是一个强大的 Zotero 插件，集成了 ChatGPT、Gemini 3.1、Claude 等多种 AI 模型，旨在为研究人员提供自动化的文献分析和总结功能。其核心功能包括通过 AI 自动阅读并提取论文中的关键信息，并将这些见解直接保存到 Zotero 笔记中，从而极大地提高了文献综述的效率。此外，PapersGPT 支持多平台（Windows、Mac 和 Linux）及最新版 Zotero 的使用，并且可以通过 MCP 协议与支持该协议的任何聊天机器人客户端连接。此工具特别适合需要处理大量学术文献的研究人员或学生，帮助他们快速获取所需信息，节省宝贵的时间。",2,"2026-06-11 03:43:32","high_star"]